# video_current_state

date: 2026-08-21
video_id: 8t0yeZBTA7E
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: dormant
primary_traffic_source: Channel Page
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":296,"views_to_date":2,"impressions_to_date":4,"views_7d":0,"impressions_7d":0,"day7_views_to_date":2,"late_views_to_date":0}


date: 2026-08-21
video_id: B4H9jdIp7AA
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: strong
lifecycle_stage: dormant
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":228,"views_to_date":9554,"impressions_to_date":13,"views_7d":0,"impressions_7d":0,"day7_views_to_date":9503,"late_views_to_date":51}


date: 2026-08-21
video_id: ElItivGEWgs
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":222,"views_to_date":1,"impressions_to_date":18,"views_7d":0,"impressions_7d":0,"day7_views_to_date":1,"late_views_to_date":0}


date: 2026-08-21
video_id: FGzY0KtdrZ8
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: dormant
primary_traffic_source: Channel Page
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":263,"views_to_date":9,"impressions_to_date":1,"views_7d":0,"impressions_7d":0,"day7_views_to_date":3,"late_views_to_date":6}


date: 2026-08-21
video_id: G3X-t3NKOSE
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: strong
lifecycle_stage: quiet
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":102,"views_to_date":114,"impressions_to_date":63,"views_7d":0,"impressions_7d":2,"day7_views_to_date":30,"late_views_to_date":84}


date: 2026-08-21
video_id: G8RciT3IC9s
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: strong
lifecycle_stage: quiet
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":77,"views_to_date":386,"impressions_to_date":29,"views_7d":0,"impressions_7d":0,"day7_views_to_date":385,"late_views_to_date":1}


date: 2026-08-21
video_id: KjL7WhexDeM
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: strong
lifecycle_stage: dormant
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":247,"views_to_date":1048,"impressions_to_date":7,"views_7d":0,"impressions_7d":0,"day7_views_to_date":1029,"late_views_to_date":19}


date: 2026-08-21
video_id: Lnw1q7s69e4
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: strong
lifecycle_stage: quiet
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":226,"views_to_date":1451,"impressions_to_date":18,"views_7d":0,"impressions_7d":0,"day7_views_to_date":1444,"late_views_to_date":7}


date: 2026-08-21
video_id: TIZ-v7Us7dA
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: dormant
primary_traffic_source: Channel Page
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":227,"views_to_date":4,"impressions_to_date":5,"views_7d":0,"impressions_7d":0,"day7_views_to_date":3,"late_views_to_date":1}


date: 2026-08-21
video_id: W368BdGuNco
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: dormant
primary_traffic_source: Channel Page
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":263,"views_to_date":6,"impressions_to_date":4,"views_7d":0,"impressions_7d":0,"day7_views_to_date":1,"late_views_to_date":5}


date: 2026-08-21
video_id: ZGKE-Y4Aduc
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":226,"views_to_date":2,"impressions_to_date":13,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":2}


date: 2026-08-21
video_id: ZlI4-KgneH0
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: directional
lifecycle_stage: dormant
primary_traffic_source: Channel Page
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":269,"views_to_date":14,"impressions_to_date":3,"views_7d":0,"impressions_7d":0,"day7_views_to_date":3,"late_views_to_date":11}


date: 2026-08-21
video_id: eju1Rb5gc7U
current_state: steady_tail
state_reason: This video is still receiving some catalog-tail activity.
confidence_tier: strong
lifecycle_stage: quiet
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":103,"views_to_date":411,"impressions_to_date":1972,"views_7d":1,"impressions_7d":10,"day7_views_to_date":33,"late_views_to_date":378}


date: 2026-08-21
video_id: gTEPrm7TWpU
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: directional
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":227,"views_to_date":20,"impressions_to_date":18,"views_7d":0,"impressions_7d":0,"day7_views_to_date":18,"late_views_to_date":2}


date: 2026-08-21
video_id: gX8WrmSb4Hc
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":299,"views_to_date":9,"impressions_to_date":14,"views_7d":0,"impressions_7d":1,"day7_views_to_date":2,"late_views_to_date":7}


date: 2026-08-21
video_id: imCOLO-l9Xs
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: strong
lifecycle_stage: dormant
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":269,"views_to_date":539,"impressions_to_date":3,"views_7d":0,"impressions_7d":0,"day7_views_to_date":530,"late_views_to_date":9}


date: 2026-08-21
video_id: o5c-3CzKVOk
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":103,"views_to_date":7,"impressions_to_date":16,"views_7d":0,"impressions_7d":0,"day7_views_to_date":1,"late_views_to_date":6}


date: 2026-08-21
video_id: oBcyoPpKGOs
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: strong
lifecycle_stage: dormant
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":269,"views_to_date":956,"impressions_to_date":5,"views_7d":0,"impressions_7d":0,"day7_views_to_date":942,"late_views_to_date":14}


date: 2026-08-21
video_id: pVHLTbhPQ98
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: readable
lifecycle_stage: quiet
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":307,"views_to_date":63,"impressions_to_date":43,"views_7d":0,"impressions_7d":0,"day7_views_to_date":18,"late_views_to_date":45}


date: 2026-08-21
video_id: pn2r7K_BnVk
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: strong
lifecycle_stage: quiet
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":101,"views_to_date":215,"impressions_to_date":71,"views_7d":0,"impressions_7d":2,"day7_views_to_date":100,"late_views_to_date":115}


date: 2026-08-21
video_id: q1SBC3YfieY
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":227,"views_to_date":7,"impressions_to_date":7,"views_7d":0,"impressions_7d":0,"day7_views_to_date":5,"late_views_to_date":2}


date: 2026-08-21
video_id: q2rDsdCZDUY
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: strong
lifecycle_stage: quiet
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":38,"views_to_date":6,"impressions_to_date":1094,"views_7d":0,"impressions_7d":4,"day7_views_to_date":4,"late_views_to_date":2}


date: 2026-08-21
video_id: s52ih_eGyAE
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: strong
lifecycle_stage: dormant
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":269,"views_to_date":955,"impressions_to_date":4,"views_7d":0,"impressions_7d":0,"day7_views_to_date":948,"late_views_to_date":7}


date: 2026-08-21
video_id: wLKYr7Pwts4
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":227,"views_to_date":5,"impressions_to_date":13,"views_7d":0,"impressions_7d":0,"day7_views_to_date":3,"late_views_to_date":2}


date: 2026-08-22
video_id: 0ME3aXfNvKU
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: directional
lifecycle_stage: quiet
primary_traffic_source: Browse / Homepage
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":282,"views_to_date":14,"impressions_to_date":14,"views_7d":0,"impressions_7d":0,"day7_views_to_date":8,"late_views_to_date":6}


date: 2026-08-22
video_id: 0_4YYhl8dO0
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: readable
lifecycle_stage: quiet
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":297,"views_to_date":76,"impressions_to_date":8,"views_7d":0,"impressions_7d":0,"day7_views_to_date":46,"late_views_to_date":30}


date: 2026-08-22
video_id: 3uVXLL053R8
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: strong
lifecycle_stage: quiet
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":283,"views_to_date":251,"impressions_to_date":8,"views_7d":0,"impressions_7d":0,"day7_views_to_date":218,"late_views_to_date":33}


date: 2026-08-22
video_id: 5CyIzDZ359c
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: dormant
primary_traffic_source: Channel Page
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":256,"views_to_date":4,"impressions_to_date":1,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":4}


date: 2026-08-22
video_id: 8t0yeZBTA7E
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: dormant
primary_traffic_source: Channel Page
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":297,"views_to_date":2,"impressions_to_date":4,"views_7d":0,"impressions_7d":0,"day7_views_to_date":2,"late_views_to_date":0}


date: 2026-08-22
video_id: B4H9jdIp7AA
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: strong
lifecycle_stage: dormant
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":229,"views_to_date":9554,"impressions_to_date":13,"views_7d":0,"impressions_7d":0,"day7_views_to_date":9503,"late_views_to_date":51}


date: 2026-08-22
video_id: ElItivGEWgs
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":223,"views_to_date":1,"impressions_to_date":18,"views_7d":0,"impressions_7d":0,"day7_views_to_date":1,"late_views_to_date":0}


date: 2026-08-22
video_id: FGzY0KtdrZ8
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: dormant
primary_traffic_source: Channel Page
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":264,"views_to_date":9,"impressions_to_date":1,"views_7d":0,"impressions_7d":0,"day7_views_to_date":3,"late_views_to_date":6}


date: 2026-08-22
video_id: G3X-t3NKOSE
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: strong
lifecycle_stage: quiet
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":103,"views_to_date":114,"impressions_to_date":63,"views_7d":0,"impressions_7d":1,"day7_views_to_date":30,"late_views_to_date":84}


date: 2026-08-22
video_id: G8RciT3IC9s
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: strong
lifecycle_stage: quiet
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":78,"views_to_date":386,"impressions_to_date":29,"views_7d":0,"impressions_7d":0,"day7_views_to_date":385,"late_views_to_date":1}


date: 2026-08-22
video_id: KjL7WhexDeM
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: strong
lifecycle_stage: dormant
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":248,"views_to_date":1048,"impressions_to_date":7,"views_7d":0,"impressions_7d":0,"day7_views_to_date":1029,"late_views_to_date":19}


date: 2026-08-22
video_id: Lnw1q7s69e4
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: strong
lifecycle_stage: quiet
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":227,"views_to_date":1451,"impressions_to_date":18,"views_7d":0,"impressions_7d":0,"day7_views_to_date":1444,"late_views_to_date":7}


date: 2026-08-22
video_id: TIZ-v7Us7dA
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: dormant
primary_traffic_source: Channel Page
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":228,"views_to_date":4,"impressions_to_date":5,"views_7d":0,"impressions_7d":0,"day7_views_to_date":3,"late_views_to_date":1}


date: 2026-08-22
video_id: W368BdGuNco
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: dormant
primary_traffic_source: Channel Page
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":264,"views_to_date":6,"impressions_to_date":4,"views_7d":0,"impressions_7d":0,"day7_views_to_date":1,"late_views_to_date":5}


date: 2026-08-22
video_id: ZGKE-Y4Aduc
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":227,"views_to_date":2,"impressions_to_date":13,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":2}


date: 2026-08-22
video_id: ZlI4-KgneH0
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: directional
lifecycle_stage: dormant
primary_traffic_source: Channel Page
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":270,"views_to_date":14,"impressions_to_date":3,"views_7d":0,"impressions_7d":0,"day7_views_to_date":3,"late_views_to_date":11}


date: 2026-08-22
video_id: eju1Rb5gc7U
current_state: steady_tail
state_reason: This video is still receiving some catalog-tail activity.
confidence_tier: strong
lifecycle_stage: quiet
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":104,"views_to_date":411,"impressions_to_date":1972,"views_7d":1,"impressions_7d":8,"day7_views_to_date":33,"late_views_to_date":378}


date: 2026-08-22
video_id: gTEPrm7TWpU
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: directional
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":228,"views_to_date":20,"impressions_to_date":18,"views_7d":0,"impressions_7d":0,"day7_views_to_date":18,"late_views_to_date":2}


date: 2026-08-22
video_id: gX8WrmSb4Hc
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":300,"views_to_date":9,"impressions_to_date":14,"views_7d":0,"impressions_7d":1,"day7_views_to_date":2,"late_views_to_date":7}


date: 2026-08-22
video_id: imCOLO-l9Xs
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: strong
lifecycle_stage: dormant
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":270,"views_to_date":539,"impressions_to_date":3,"views_7d":0,"impressions_7d":0,"day7_views_to_date":530,"late_views_to_date":9}


date: 2026-08-22
video_id: o5c-3CzKVOk
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":104,"views_to_date":7,"impressions_to_date":16,"views_7d":0,"impressions_7d":0,"day7_views_to_date":1,"late_views_to_date":6}


date: 2026-08-22
video_id: oBcyoPpKGOs
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: strong
lifecycle_stage: dormant
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":270,"views_to_date":956,"impressions_to_date":5,"views_7d":0,"impressions_7d":0,"day7_views_to_date":942,"late_views_to_date":14}


date: 2026-08-22
video_id: pVHLTbhPQ98
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: readable
lifecycle_stage: quiet
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":308,"views_to_date":63,"impressions_to_date":43,"views_7d":0,"impressions_7d":0,"day7_views_to_date":18,"late_views_to_date":45}


date: 2026-08-22
video_id: pn2r7K_BnVk
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: strong
lifecycle_stage: quiet
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":102,"views_to_date":215,"impressions_to_date":71,"views_7d":0,"impressions_7d":1,"day7_views_to_date":100,"late_views_to_date":115}


date: 2026-08-22
video_id: q1SBC3YfieY
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
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evidence_json:
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date: 2026-08-22
video_id: q2rDsdCZDUY
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snapshot_date: 2026-08-25
evidence_json:
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date: 2026-08-22
video_id: s52ih_eGyAE
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evidence_json:
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date: 2026-08-22
video_id: wLKYr7Pwts4
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snapshot_date: 2026-08-25
evidence_json:
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date: 2026-08-23
video_id: 0ME3aXfNvKU
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: directional
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snapshot_date: 2026-08-25
evidence_json:
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date: 2026-08-23
video_id: 0_4YYhl8dO0
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state_reason: This video had no views in the trailing 7-day window.
confidence_tier: readable
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snapshot_date: 2026-08-25
evidence_json:
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date: 2026-08-23
video_id: 3uVXLL053R8
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snapshot_date: 2026-08-25
evidence_json:
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date: 2026-08-23
video_id: 5CyIzDZ359c
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snapshot_date: 2026-08-25
evidence_json:
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date: 2026-08-23
video_id: 8t0yeZBTA7E
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snapshot_date: 2026-08-25
evidence_json:
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date: 2026-08-23
video_id: B4H9jdIp7AA
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snapshot_date: 2026-08-25
evidence_json:
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date: 2026-08-23
video_id: ElItivGEWgs
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snapshot_date: 2026-08-25
evidence_json:
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date: 2026-08-23
video_id: FGzY0KtdrZ8
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snapshot_date: 2026-08-25
evidence_json:
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date: 2026-08-23
video_id: G3X-t3NKOSE
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snapshot_date: 2026-08-25
evidence_json:
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date: 2026-08-23
video_id: G8RciT3IC9s
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primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-25
evidence_json:
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date: 2026-08-23
video_id: KjL7WhexDeM
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snapshot_date: 2026-08-25
evidence_json:
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date: 2026-08-23
video_id: Lnw1q7s69e4
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primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-25
evidence_json:
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date: 2026-08-23
video_id: TIZ-v7Us7dA
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snapshot_date: 2026-08-25
evidence_json:
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date: 2026-08-23
video_id: W368BdGuNco
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snapshot_date: 2026-08-25
evidence_json:
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date: 2026-08-23
video_id: ZGKE-Y4Aduc
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snapshot_date: 2026-08-25
evidence_json:
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date: 2026-08-23
video_id: ZlI4-KgneH0
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snapshot_date: 2026-08-25
evidence_json:
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date: 2026-08-23
video_id: eju1Rb5gc7U
current_state: steady_tail
state_reason: This video is still receiving some catalog-tail activity.
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snapshot_date: 2026-08-25
evidence_json:
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date: 2026-08-23
video_id: gTEPrm7TWpU
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snapshot_date: 2026-08-25
evidence_json:
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date: 2026-08-23
video_id: gX8WrmSb4Hc
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state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
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snapshot_date: 2026-08-25
evidence_json:
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date: 2026-08-23
video_id: imCOLO-l9Xs
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snapshot_date: 2026-08-25
evidence_json:
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date: 2026-08-23
video_id: o5c-3CzKVOk
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confidence_tier: noise
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snapshot_date: 2026-08-25
evidence_json:
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date: 2026-08-23
video_id: oBcyoPpKGOs
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state_reason: This video had no views in the trailing 7-day window.
confidence_tier: strong
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primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-25
evidence_json:
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date: 2026-08-23
video_id: pVHLTbhPQ98
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confidence_tier: readable
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snapshot_date: 2026-08-25
evidence_json:
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date: 2026-08-23
video_id: pn2r7K_BnVk
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confidence_tier: strong
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snapshot_date: 2026-08-25
evidence_json:
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date: 2026-08-23
video_id: q1SBC3YfieY
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snapshot_date: 2026-08-25
evidence_json:
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date: 2026-08-23
video_id: q2rDsdCZDUY
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snapshot_date: 2026-08-25
evidence_json:
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date: 2026-08-23
video_id: s52ih_eGyAE
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snapshot_date: 2026-08-25
evidence_json:
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date: 2026-08-23
video_id: wLKYr7Pwts4
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snapshot_date: 2026-08-25
evidence_json:
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date: 2026-08-24
video_id: 0ME3aXfNvKU
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: directional
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snapshot_date: 2026-08-25
evidence_json:
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date: 2026-08-24
video_id: 0_4YYhl8dO0
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confidence_tier: readable
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snapshot_date: 2026-08-25
evidence_json:
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date: 2026-08-24
video_id: 3uVXLL053R8
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snapshot_date: 2026-08-25
evidence_json:
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date: 2026-08-24
video_id: 5CyIzDZ359c
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snapshot_date: 2026-08-25
evidence_json:
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date: 2026-08-24
video_id: 8t0yeZBTA7E
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primary_traffic_source: Channel Page
snapshot_date: 2026-08-25
evidence_json:
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date: 2026-08-24
video_id: B4H9jdIp7AA
current_state: quiet
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primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-25
evidence_json:
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date: 2026-08-24
video_id: ElItivGEWgs
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snapshot_date: 2026-08-25
evidence_json:
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date: 2026-08-24
video_id: FGzY0KtdrZ8
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primary_traffic_source: Channel Page
snapshot_date: 2026-08-25
evidence_json:
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date: 2026-08-24
video_id: G3X-t3NKOSE
current_state: quiet
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confidence_tier: strong
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snapshot_date: 2026-08-25
evidence_json:
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date: 2026-08-24
video_id: G8RciT3IC9s
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snapshot_date: 2026-08-25
evidence_json:
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date: 2026-08-24
video_id: KjL7WhexDeM
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confidence_tier: strong
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primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-25
evidence_json:
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date: 2026-08-24
video_id: Lnw1q7s69e4
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primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-25
evidence_json:
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date: 2026-08-24
video_id: TIZ-v7Us7dA
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snapshot_date: 2026-08-25
evidence_json:
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date: 2026-08-24
video_id: W368BdGuNco
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primary_traffic_source: Channel Page
snapshot_date: 2026-08-25
evidence_json:
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date: 2026-08-24
video_id: ZGKE-Y4Aduc
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snapshot_date: 2026-08-25
evidence_json:
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date: 2026-08-24
video_id: ZlI4-KgneH0
current_state: quiet
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primary_traffic_source: Channel Page
snapshot_date: 2026-08-25
evidence_json:
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date: 2026-08-24
video_id: eju1Rb5gc7U
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snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":106,"views_to_date":411,"impressions_to_date":1974,"views_7d":0,"impressions_7d":3,"day7_views_to_date":33,"late_views_to_date":378}


date: 2026-08-24
video_id: gTEPrm7TWpU
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: directional
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":230,"views_to_date":20,"impressions_to_date":20,"views_7d":0,"impressions_7d":2,"day7_views_to_date":18,"late_views_to_date":2}


date: 2026-08-24
video_id: gX8WrmSb4Hc
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":302,"views_to_date":9,"impressions_to_date":14,"views_7d":0,"impressions_7d":1,"day7_views_to_date":2,"late_views_to_date":7}


date: 2026-08-24
video_id: imCOLO-l9Xs
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: strong
lifecycle_stage: dormant
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":272,"views_to_date":539,"impressions_to_date":3,"views_7d":0,"impressions_7d":0,"day7_views_to_date":530,"late_views_to_date":9}


date: 2026-08-24
video_id: o5c-3CzKVOk
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":106,"views_to_date":7,"impressions_to_date":18,"views_7d":0,"impressions_7d":2,"day7_views_to_date":1,"late_views_to_date":6}


date: 2026-08-24
video_id: oBcyoPpKGOs
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: strong
lifecycle_stage: dormant
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":272,"views_to_date":956,"impressions_to_date":5,"views_7d":0,"impressions_7d":0,"day7_views_to_date":942,"late_views_to_date":14}


date: 2026-08-24
video_id: pVHLTbhPQ98
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: readable
lifecycle_stage: quiet
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":310,"views_to_date":63,"impressions_to_date":43,"views_7d":0,"impressions_7d":0,"day7_views_to_date":18,"late_views_to_date":45}


date: 2026-08-24
video_id: pn2r7K_BnVk
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: strong
lifecycle_stage: quiet
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":104,"views_to_date":215,"impressions_to_date":73,"views_7d":0,"impressions_7d":3,"day7_views_to_date":100,"late_views_to_date":115}


date: 2026-08-24
video_id: q1SBC3YfieY
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":230,"views_to_date":7,"impressions_to_date":9,"views_7d":0,"impressions_7d":2,"day7_views_to_date":5,"late_views_to_date":2}


date: 2026-08-24
video_id: q2rDsdCZDUY
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: strong
lifecycle_stage: quiet
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":41,"views_to_date":6,"impressions_to_date":1101,"views_7d":0,"impressions_7d":9,"day7_views_to_date":4,"late_views_to_date":2}


date: 2026-08-24
video_id: s52ih_eGyAE
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: strong
lifecycle_stage: dormant
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":272,"views_to_date":955,"impressions_to_date":4,"views_7d":0,"impressions_7d":0,"day7_views_to_date":948,"late_views_to_date":7}


date: 2026-08-24
video_id: wLKYr7Pwts4
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":230,"views_to_date":5,"impressions_to_date":15,"views_7d":0,"impressions_7d":2,"day7_views_to_date":3,"late_views_to_date":2}


date: 2026-08-25
video_id: 0ME3aXfNvKU
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: directional
lifecycle_stage: quiet
primary_traffic_source: Browse / Homepage
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":285,"views_to_date":14,"impressions_to_date":18,"views_7d":0,"impressions_7d":4,"day7_views_to_date":8,"late_views_to_date":6}


date: 2026-08-25
video_id: 0_4YYhl8dO0
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: readable
lifecycle_stage: quiet
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":300,"views_to_date":76,"impressions_to_date":9,"views_7d":0,"impressions_7d":1,"day7_views_to_date":46,"late_views_to_date":30}


date: 2026-08-25
video_id: 3uVXLL053R8
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: strong
lifecycle_stage: quiet
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":286,"views_to_date":251,"impressions_to_date":12,"views_7d":0,"impressions_7d":4,"day7_views_to_date":218,"late_views_to_date":33}


date: 2026-08-25
video_id: 5CyIzDZ359c
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: dormant
primary_traffic_source: Channel Page
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":259,"views_to_date":4,"impressions_to_date":1,"views_7d":0,"impressions_7d":0,"day7_views_to_date":0,"late_views_to_date":4}


date: 2026-08-25
video_id: 8t0yeZBTA7E
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: dormant
primary_traffic_source: Channel Page
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":300,"views_to_date":2,"impressions_to_date":4,"views_7d":0,"impressions_7d":0,"day7_views_to_date":2,"late_views_to_date":0}


date: 2026-08-25
video_id: B4H9jdIp7AA
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: strong
lifecycle_stage: dormant
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":232,"views_to_date":9554,"impressions_to_date":13,"views_7d":0,"impressions_7d":0,"day7_views_to_date":9503,"late_views_to_date":51}


date: 2026-08-25
video_id: ElItivGEWgs
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":226,"views_to_date":1,"impressions_to_date":20,"views_7d":0,"impressions_7d":2,"day7_views_to_date":1,"late_views_to_date":0}


date: 2026-08-25
video_id: FGzY0KtdrZ8
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: dormant
primary_traffic_source: Channel Page
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":267,"views_to_date":9,"impressions_to_date":1,"views_7d":0,"impressions_7d":0,"day7_views_to_date":3,"late_views_to_date":6}


date: 2026-08-25
video_id: G3X-t3NKOSE
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: strong
lifecycle_stage: quiet
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":106,"views_to_date":114,"impressions_to_date":65,"views_7d":0,"impressions_7d":3,"day7_views_to_date":30,"late_views_to_date":84}


date: 2026-08-25
video_id: G8RciT3IC9s
current_state: steady_tail
state_reason: This video is still receiving some catalog-tail activity.
confidence_tier: strong
lifecycle_stage: quiet
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":81,"views_to_date":387,"impressions_to_date":31,"views_7d":1,"impressions_7d":2,"day7_views_to_date":385,"late_views_to_date":2}


date: 2026-08-25
video_id: KjL7WhexDeM
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: strong
lifecycle_stage: dormant
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":251,"views_to_date":1048,"impressions_to_date":7,"views_7d":0,"impressions_7d":0,"day7_views_to_date":1029,"late_views_to_date":19}


date: 2026-08-25
video_id: Lnw1q7s69e4
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: strong
lifecycle_stage: quiet
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":230,"views_to_date":1451,"impressions_to_date":20,"views_7d":0,"impressions_7d":2,"day7_views_to_date":1444,"late_views_to_date":7}


date: 2026-08-25
video_id: TIZ-v7Us7dA
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: dormant
primary_traffic_source: Channel Page
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":231,"views_to_date":4,"impressions_to_date":5,"views_7d":0,"impressions_7d":0,"day7_views_to_date":3,"late_views_to_date":1}


date: 2026-08-25
video_id: W368BdGuNco
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: dormant
primary_traffic_source: Channel Page
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":267,"views_to_date":6,"impressions_to_date":4,"views_7d":0,"impressions_7d":0,"day7_views_to_date":1,"late_views_to_date":5}


date: 2026-08-25
video_id: ZGKE-Y4Aduc
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":230,"views_to_date":2,"impressions_to_date":18,"views_7d":0,"impressions_7d":5,"day7_views_to_date":0,"late_views_to_date":2}


date: 2026-08-25
video_id: ZlI4-KgneH0
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: directional
lifecycle_stage: dormant
primary_traffic_source: Channel Page
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":273,"views_to_date":14,"impressions_to_date":3,"views_7d":0,"impressions_7d":0,"day7_views_to_date":3,"late_views_to_date":11}


date: 2026-08-25
video_id: eju1Rb5gc7U
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: strong
lifecycle_stage: quiet
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":107,"views_to_date":411,"impressions_to_date":1974,"views_7d":0,"impressions_7d":3,"day7_views_to_date":33,"late_views_to_date":378}


date: 2026-08-25
video_id: gTEPrm7TWpU
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: directional
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":231,"views_to_date":20,"impressions_to_date":20,"views_7d":0,"impressions_7d":2,"day7_views_to_date":18,"late_views_to_date":2}


date: 2026-08-25
video_id: gX8WrmSb4Hc
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":303,"views_to_date":9,"impressions_to_date":14,"views_7d":0,"impressions_7d":0,"day7_views_to_date":2,"late_views_to_date":7}


date: 2026-08-25
video_id: imCOLO-l9Xs
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: strong
lifecycle_stage: dormant
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":273,"views_to_date":539,"impressions_to_date":3,"views_7d":0,"impressions_7d":0,"day7_views_to_date":530,"late_views_to_date":9}


date: 2026-08-25
video_id: o5c-3CzKVOk
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":107,"views_to_date":7,"impressions_to_date":18,"views_7d":0,"impressions_7d":2,"day7_views_to_date":1,"late_views_to_date":6}


date: 2026-08-25
video_id: oBcyoPpKGOs
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: strong
lifecycle_stage: dormant
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":273,"views_to_date":956,"impressions_to_date":5,"views_7d":0,"impressions_7d":0,"day7_views_to_date":942,"late_views_to_date":14}


date: 2026-08-25
video_id: pVHLTbhPQ98
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: readable
lifecycle_stage: quiet
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":311,"views_to_date":63,"impressions_to_date":43,"views_7d":0,"impressions_7d":0,"day7_views_to_date":18,"late_views_to_date":45}


date: 2026-08-25
video_id: pn2r7K_BnVk
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: strong
lifecycle_stage: quiet
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":105,"views_to_date":215,"impressions_to_date":73,"views_7d":0,"impressions_7d":3,"day7_views_to_date":100,"late_views_to_date":115}


date: 2026-08-25
video_id: q1SBC3YfieY
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":231,"views_to_date":7,"impressions_to_date":9,"views_7d":0,"impressions_7d":2,"day7_views_to_date":5,"late_views_to_date":2}


date: 2026-08-25
video_id: q2rDsdCZDUY
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: strong
lifecycle_stage: quiet
primary_traffic_source: Suggested Videos
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":42,"views_to_date":6,"impressions_to_date":1101,"views_7d":0,"impressions_7d":9,"day7_views_to_date":4,"late_views_to_date":2}


date: 2026-08-25
video_id: s52ih_eGyAE
current_state: quiet
state_reason: This video had no views in the trailing 7-day window.
confidence_tier: strong
lifecycle_stage: dormant
primary_traffic_source: Shorts Feed
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":273,"views_to_date":955,"impressions_to_date":4,"views_7d":0,"impressions_7d":0,"day7_views_to_date":948,"late_views_to_date":7}


date: 2026-08-25
video_id: wLKYr7Pwts4
current_state: no_read
state_reason: Views and impressions are too thin to compare this video honestly.
confidence_tier: noise
noise_reason: below_minimum_sample
lifecycle_stage: quiet
primary_traffic_source: Channel Page
snapshot_date: 2026-08-25
evidence_json:
  {"days_since_publish":231,"views_to_date":5,"impressions_to_date":15,"views_7d":0,"impressions_7d":2,"day7_views_to_date":3,"late_views_to_date":2}


# channel_signal_daily

signal_date: 2025-10-29
signal_id: launch-read-floor-2025-10-29
signal_type: launch_read_floor
subject_type: video
subject_id: 8t0yeZBTA7E
metric_family: launch
window: first_week_to_date
confidence_tier: noise
noise_reason: impressions_below_ctr_floor
direction: too_thin
evidence_json:
  {"recent_video_id":"8t0yeZBTA7E","first_week_candidate_views":0,"first_week_candidate_impressions":0,"first_week_baseline_median_views":13}


signal_date: 2025-10-30
signal_id: launch-read-floor-2025-10-30
signal_type: launch_read_floor
subject_type: video
subject_id: 8t0yeZBTA7E
metric_family: launch
window: first_week_to_date
confidence_tier: noise
noise_reason: impressions_below_ctr_floor
direction: too_thin
evidence_json:
  {"recent_video_id":"8t0yeZBTA7E","first_week_candidate_views":2,"first_week_candidate_impressions":0,"first_week_baseline_median_views":13}


signal_date: 2025-11-01
signal_id: launch-read-floor-2025-11-01
signal_type: launch_read_floor
subject_type: video
subject_id: 8t0yeZBTA7E
metric_family: launch
window: first_week_to_date
confidence_tier: noise
noise_reason: impressions_below_ctr_floor
direction: too_thin
evidence_json:
  {"recent_video_id":"8t0yeZBTA7E","first_week_candidate_views":2,"first_week_candidate_impressions":0,"first_week_baseline_median_views":14}


signal_date: 2025-11-12
signal_id: launch-baseline-2025-11-12
signal_type: launch_vs_baseline
subject_type: video
subject_id: 3uVXLL053R8
metric_family: launch
window: first_week_to_date
confidence_tier: readable
direction: up
evidence_json:
  {"recent_video_id":"3uVXLL053R8","first_week_candidate_views":68,"first_week_candidate_impressions":0,"first_week_baseline_median_views":1}


signal_date: 2025-11-13
signal_id: launch-read-floor-2025-11-13
signal_type: launch_read_floor
subject_type: video
subject_id: 0ME3aXfNvKU
metric_family: launch
window: first_week_to_date
confidence_tier: noise
noise_reason: impressions_below_ctr_floor
direction: too_thin
evidence_json:
  {"recent_video_id":"0ME3aXfNvKU","first_week_candidate_views":1,"first_week_candidate_impressions":0,"first_week_baseline_median_views":1}


signal_date: 2025-11-14
signal_id: launch-read-floor-2025-11-14
signal_type: launch_read_floor
subject_type: video
subject_id: 0ME3aXfNvKU
metric_family: launch
window: first_week_to_date
confidence_tier: noise
noise_reason: impressions_below_ctr_floor
direction: too_thin
evidence_json:
  {"recent_video_id":"0ME3aXfNvKU","first_week_candidate_views":1,"first_week_candidate_impressions":0,"first_week_baseline_median_views":2}


signal_date: 2025-11-15
signal_id: launch-read-floor-2025-11-15
signal_type: launch_read_floor
subject_type: video
subject_id: 0ME3aXfNvKU
metric_family: launch
window: first_week_to_date
confidence_tier: noise
noise_reason: impressions_below_ctr_floor
direction: too_thin
evidence_json:
  {"recent_video_id":"0ME3aXfNvKU","first_week_candidate_views":6,"first_week_candidate_impressions":0,"first_week_baseline_median_views":2}


signal_date: 2025-11-16
signal_id: launch-read-floor-2025-11-16
signal_type: launch_read_floor
subject_type: video
subject_id: 0ME3aXfNvKU
metric_family: launch
window: first_week_to_date
confidence_tier: noise
noise_reason: impressions_below_ctr_floor
direction: too_thin
evidence_json:
  {"recent_video_id":"0ME3aXfNvKU","first_week_candidate_views":7,"first_week_candidate_impressions":0,"first_week_baseline_median_views":2}


signal_date: 2025-11-17
signal_id: launch-read-floor-2025-11-17
signal_type: launch_read_floor
subject_type: video
subject_id: 0ME3aXfNvKU
metric_family: launch
window: first_week_to_date
confidence_tier: noise
noise_reason: impressions_below_ctr_floor
direction: too_thin
evidence_json:
  {"recent_video_id":"0ME3aXfNvKU","first_week_candidate_views":8,"first_week_candidate_impressions":0,"first_week_baseline_median_views":3}


signal_date: 2025-11-18
signal_id: catalog-concentration-2025-11-18
signal_type: catalog_concentration
subject_type: video
subject_id: 3uVXLL053R8
metric_family: video_share
window: trailing_7d
confidence_tier: strong
direction: concentrated
evidence_json:
  {"top_video_id":"3uVXLL053R8","top_video_share_7d":0.9187,"top3_video_share_7d":0.9904,"views_7d":209}


signal_date: 2025-11-18
signal_id: launch-read-floor-2025-11-18
signal_type: launch_read_floor
subject_type: video
subject_id: 0ME3aXfNvKU
metric_family: launch
window: first_week_to_date
confidence_tier: noise
noise_reason: impressions_below_ctr_floor
direction: too_thin
evidence_json:
  {"recent_video_id":"0ME3aXfNvKU","first_week_candidate_views":8,"first_week_candidate_impressions":0,"first_week_baseline_median_views":14}


signal_date: 2025-11-19
signal_id: catalog-concentration-2025-11-19
signal_type: catalog_concentration
subject_type: video
subject_id: 3uVXLL053R8
metric_family: video_share
window: trailing_7d
confidence_tier: strong
direction: concentrated
evidence_json:
  {"top_video_id":"3uVXLL053R8","top_video_share_7d":0.9146,"top3_video_share_7d":0.9939,"views_7d":164}


signal_date: 2025-11-20
signal_id: catalog-concentration-2025-11-20
signal_type: catalog_concentration
subject_type: video
subject_id: 3uVXLL053R8
metric_family: video_share
window: trailing_7d
confidence_tier: strong
direction: concentrated
evidence_json:
  {"top_video_id":"3uVXLL053R8","top_video_share_7d":0.9355,"top3_video_share_7d":0.9935,"views_7d":155}


signal_date: 2025-11-21
signal_id: catalog-concentration-2025-11-21
signal_type: catalog_concentration
subject_type: video
subject_id: 3uVXLL053R8
metric_family: video_share
window: trailing_7d
confidence_tier: strong
direction: concentrated
evidence_json:
  {"top_video_id":"3uVXLL053R8","top_video_share_7d":0.9346,"top3_video_share_7d":0.9935,"views_7d":153}


signal_date: 2025-11-22
signal_id: catalog-concentration-2025-11-22
signal_type: catalog_concentration
subject_type: video
subject_id: 3uVXLL053R8
metric_family: video_share
window: trailing_7d
confidence_tier: strong
direction: concentrated
evidence_json:
  {"top_video_id":"3uVXLL053R8","top_video_share_7d":0.9545,"top3_video_share_7d":0.9924,"views_7d":132}


signal_date: 2025-11-23
signal_id: catalog-concentration-2025-11-23
signal_type: catalog_concentration
subject_type: video
subject_id: 3uVXLL053R8
metric_family: video_share
window: trailing_7d
confidence_tier: readable
direction: concentrated
evidence_json:
  {"top_video_id":"3uVXLL053R8","top_video_share_7d":0.9348,"top3_video_share_7d":0.9891,"views_7d":92}


signal_date: 2025-11-25
signal_id: catalog-concentration-2025-11-25
signal_type: catalog_concentration
subject_type: video
subject_id: s52ih_eGyAE
metric_family: video_share
window: trailing_7d
confidence_tier: strong
direction: concentrated
evidence_json:
  {"top_video_id":"s52ih_eGyAE","top_video_share_7d":0.3841,"top3_video_share_7d":0.9793,"views_7d":2468}


signal_date: 2025-11-25
signal_id: launch-baseline-2025-11-25
signal_type: launch_vs_baseline
subject_type: video
subject_id: s52ih_eGyAE
metric_family: launch
window: first_week_to_date
confidence_tier: strong
direction: up
evidence_json:
  {"recent_video_id":"s52ih_eGyAE","first_week_candidate_views":948,"first_week_candidate_impressions":0,"first_week_baseline_median_views":1}


signal_date: 2025-11-26
signal_id: catalog-concentration-2025-11-26
signal_type: catalog_concentration
subject_type: video
subject_id: s52ih_eGyAE
metric_family: video_share
window: trailing_7d
confidence_tier: strong
direction: concentrated
evidence_json:
  {"top_video_id":"s52ih_eGyAE","top_video_share_7d":0.3876,"top3_video_share_7d":0.9894,"views_7d":2446}


signal_date: 2025-11-26
signal_id: launch-baseline-2025-11-26
signal_type: launch_vs_baseline
subject_type: video
subject_id: s52ih_eGyAE
metric_family: launch
window: first_week_to_date
confidence_tier: strong
direction: up
evidence_json:
  {"recent_video_id":"s52ih_eGyAE","first_week_candidate_views":948,"first_week_candidate_impressions":0,"first_week_baseline_median_views":2}


signal_date: 2025-11-27
signal_id: catalog-concentration-2025-11-27
signal_type: catalog_concentration
subject_type: video
subject_id: s52ih_eGyAE
metric_family: video_share
window: trailing_7d
confidence_tier: strong
direction: concentrated
evidence_json:
  {"top_video_id":"s52ih_eGyAE","top_video_share_7d":0.3882,"top3_video_share_7d":0.991,"views_7d":2442}


signal_date: 2025-11-27
signal_id: launch-baseline-2025-11-27
signal_type: launch_vs_baseline
subject_type: video
subject_id: s52ih_eGyAE
metric_family: launch
window: first_week_to_date
confidence_tier: strong
direction: up
evidence_json:
  {"recent_video_id":"s52ih_eGyAE","first_week_candidate_views":948,"first_week_candidate_impressions":0,"first_week_baseline_median_views":6}


signal_date: 2025-11-30
signal_id: launch-baseline-2025-11-30
signal_type: launch_vs_baseline
subject_type: video
subject_id: s52ih_eGyAE
metric_family: launch
window: first_week_to_date
confidence_tier: strong
direction: up
evidence_json:
  {"recent_video_id":"s52ih_eGyAE","first_week_candidate_views":948,"first_week_candidate_impressions":0,"first_week_baseline_median_views":14}


signal_date: 2025-12-01
signal_id: launch-read-floor-2025-12-01
signal_type: launch_read_floor
subject_type: video
subject_id: W368BdGuNco
metric_family: launch
window: first_week_to_date
confidence_tier: noise
noise_reason: impressions_below_ctr_floor
direction: too_thin
evidence_json:
  {"recent_video_id":"W368BdGuNco","first_week_candidate_views":0,"first_week_candidate_impressions":0,"first_week_baseline_median_views":13}


signal_date: 2025-12-02
signal_id: launch-read-floor-2025-12-02
signal_type: launch_read_floor
subject_type: video
subject_id: W368BdGuNco
metric_family: launch
window: first_week_to_date
confidence_tier: noise
noise_reason: impressions_below_ctr_floor
direction: too_thin
evidence_json:
  {"recent_video_id":"W368BdGuNco","first_week_candidate_views":1,"first_week_candidate_impressions":0,"first_week_baseline_median_views":13}


signal_date: 2025-12-07
signal_id: launch-read-floor-2025-12-07
signal_type: launch_read_floor
subject_type: video
subject_id: W368BdGuNco
metric_family: launch
window: first_week_to_date
confidence_tier: noise
noise_reason: impressions_below_ctr_floor
direction: too_thin
evidence_json:
  {"recent_video_id":"W368BdGuNco","first_week_candidate_views":1,"first_week_candidate_impressions":0,"first_week_baseline_median_views":28}


signal_date: 2025-12-09
signal_id: launch-read-floor-2025-12-09
signal_type: launch_read_floor
subject_type: video
subject_id: 5CyIzDZ359c
metric_family: launch
window: first_week_to_date
confidence_tier: noise
noise_reason: impressions_below_ctr_floor
direction: too_thin
evidence_json:
  {"recent_video_id":"5CyIzDZ359c","first_week_candidate_views":0,"first_week_candidate_impressions":0,"first_week_baseline_median_views":3}


signal_date: 2025-12-15
signal_id: launch-read-floor-2025-12-15
signal_type: launch_read_floor
subject_type: video
subject_id: 5CyIzDZ359c
metric_family: launch
window: first_week_to_date
confidence_tier: noise
noise_reason: impressions_below_ctr_floor
direction: too_thin
evidence_json:
  {"recent_video_id":"5CyIzDZ359c","first_week_candidate_views":0,"first_week_candidate_impressions":0,"first_week_baseline_median_views":14}


signal_date: 2025-12-17
signal_id: launch-baseline-2025-12-17
signal_type: launch_vs_baseline
subject_type: video
subject_id: KjL7WhexDeM
metric_family: launch
window: first_week_to_date
confidence_tier: strong
direction: up
evidence_json:
  {"recent_video_id":"KjL7WhexDeM","first_week_candidate_views":1028,"first_week_candidate_impressions":0,"first_week_baseline_median_views":3}


signal_date: 2025-12-18
signal_id: launch-baseline-2025-12-18
signal_type: launch_vs_baseline
subject_type: video
subject_id: KjL7WhexDeM
metric_family: launch
window: first_week_to_date
confidence_tier: strong
direction: up
evidence_json:
  {"recent_video_id":"KjL7WhexDeM","first_week_candidate_views":1029,"first_week_candidate_impressions":0,"first_week_baseline_median_views":3}


signal_date: 2025-12-22
signal_id: launch-baseline-2025-12-22
signal_type: launch_vs_baseline
subject_type: video
subject_id: KjL7WhexDeM
metric_family: launch
window: first_week_to_date
confidence_tier: strong
direction: up
evidence_json:
  {"recent_video_id":"KjL7WhexDeM","first_week_candidate_views":1029,"first_week_candidate_impressions":0,"first_week_baseline_median_views":8}


signal_date: 2026-01-05
signal_id: launch-baseline-2026-01-05
signal_type: launch_vs_baseline
subject_type: video
subject_id: B4H9jdIp7AA
metric_family: launch
window: first_week_to_date
confidence_tier: strong
direction: up
evidence_json:
  {"recent_video_id":"B4H9jdIp7AA","first_week_candidate_views":4258,"first_week_candidate_impressions":0,"first_week_baseline_median_views":3}


signal_date: 2026-01-06
signal_id: launch-read-floor-2026-01-06
signal_type: launch_read_floor
subject_type: video
subject_id: wLKYr7Pwts4
metric_family: launch
window: first_week_to_date
confidence_tier: noise
noise_reason: impressions_below_ctr_floor
direction: too_thin
evidence_json:
  {"recent_video_id":"wLKYr7Pwts4","first_week_candidate_views":1,"first_week_candidate_impressions":0,"first_week_baseline_median_views":3}


signal_date: 2026-01-07
signal_id: launch-read-floor-2026-01-07
signal_type: launch_read_floor
subject_type: video
subject_id: ZGKE-Y4Aduc
metric_family: launch
window: first_week_to_date
confidence_tier: noise
noise_reason: impressions_below_ctr_floor
direction: too_thin
evidence_json:
  {"recent_video_id":"ZGKE-Y4Aduc","first_week_candidate_views":0,"first_week_candidate_impressions":0,"first_week_baseline_median_views":3}


signal_date: 2026-01-09
signal_id: launch-read-floor-2026-01-09
signal_type: launch_read_floor
subject_type: video
subject_id: ZGKE-Y4Aduc
metric_family: launch
window: first_week_to_date
confidence_tier: noise
noise_reason: impressions_below_ctr_floor
direction: too_thin
evidence_json:
  {"recent_video_id":"ZGKE-Y4Aduc","first_week_candidate_views":0,"first_week_candidate_impressions":0,"first_week_baseline_median_views":5}


signal_date: 2026-01-11
signal_id: catalog-concentration-2026-01-11
signal_type: catalog_concentration
subject_type: video
subject_id: B4H9jdIp7AA
metric_family: video_share
window: trailing_7d
confidence_tier: strong
direction: concentrated
evidence_json:
  {"top_video_id":"B4H9jdIp7AA","top_video_share_7d":0.8639,"top3_video_share_7d":0.9965,"views_7d":10996}


signal_date: 2026-01-11
signal_id: launch-read-floor-2026-01-11
signal_type: launch_read_floor
subject_type: video
subject_id: ElItivGEWgs
metric_family: launch
window: first_week_to_date
confidence_tier: noise
noise_reason: impressions_below_ctr_floor
direction: too_thin
evidence_json:
  {"recent_video_id":"ElItivGEWgs","first_week_candidate_views":0,"first_week_candidate_impressions":0,"first_week_baseline_median_views":3}


signal_date: 2026-01-12
signal_id: catalog-concentration-2026-01-12
signal_type: catalog_concentration
subject_type: video
subject_id: B4H9jdIp7AA
metric_family: video_share
window: trailing_7d
confidence_tier: strong
direction: concentrated
evidence_json:
  {"top_video_id":"B4H9jdIp7AA","top_video_share_7d":0.7805,"top3_video_share_7d":0.9976,"views_7d":6720}


signal_date: 2026-01-12
signal_id: launch-read-floor-2026-01-12
signal_type: launch_read_floor
subject_type: video
subject_id: ElItivGEWgs
metric_family: launch
window: first_week_to_date
confidence_tier: noise
noise_reason: impressions_below_ctr_floor
direction: too_thin
evidence_json:
  {"recent_video_id":"ElItivGEWgs","first_week_candidate_views":1,"first_week_candidate_impressions":0,"first_week_baseline_median_views":3}


signal_date: 2026-01-13
signal_id: catalog-concentration-2026-01-13
signal_type: catalog_concentration
subject_type: video
subject_id: Lnw1q7s69e4
metric_family: video_share
window: trailing_7d
confidence_tier: strong
direction: concentrated
evidence_json:
  {"top_video_id":"Lnw1q7s69e4","top_video_share_7d":0.9469,"top3_video_share_7d":0.9843,"views_7d":1524}


signal_date: 2026-01-13
signal_id: launch-read-floor-2026-01-13
signal_type: launch_read_floor
subject_type: video
subject_id: ElItivGEWgs
metric_family: launch
window: first_week_to_date
confidence_tier: noise
noise_reason: impressions_below_ctr_floor
direction: too_thin
evidence_json:
  {"recent_video_id":"ElItivGEWgs","first_week_candidate_views":1,"first_week_candidate_impressions":0,"first_week_baseline_median_views":5}


signal_date: 2026-01-14
signal_id: catalog-concentration-2026-01-14
signal_type: catalog_concentration
subject_type: video
subject_id: B4H9jdIp7AA
metric_family: video_share
window: trailing_7d
confidence_tier: readable
direction: concentrated
evidence_json:
  {"top_video_id":"B4H9jdIp7AA","top_video_share_7d":0.527,"top3_video_share_7d":0.8243,"views_7d":74}


signal_date: 2026-01-15
signal_id: catalog-concentration-2026-01-15
signal_type: catalog_concentration
subject_type: video
subject_id: B4H9jdIp7AA
metric_family: video_share
window: trailing_7d
confidence_tier: readable
direction: concentrated
evidence_json:
  {"top_video_id":"B4H9jdIp7AA","top_video_share_7d":0.5167,"top3_video_share_7d":0.7833,"views_7d":60}


signal_date: 2026-01-16
signal_id: launch-read-floor-2026-01-16
signal_type: launch_read_floor
subject_type: video
subject_id: ElItivGEWgs
metric_family: launch
window: first_week_to_date
confidence_tier: noise
noise_reason: impressions_below_ctr_floor
direction: too_thin
evidence_json:
  {"recent_video_id":"ElItivGEWgs","first_week_candidate_views":1,"first_week_candidate_impressions":0,"first_week_baseline_median_views":8}


signal_date: 2026-01-17
signal_id: catalog-concentration-2026-01-17
signal_type: catalog_concentration
subject_type: video
subject_id: B4H9jdIp7AA
metric_family: video_share
window: trailing_7d
confidence_tier: readable
direction: concentrated
evidence_json:
  {"top_video_id":"B4H9jdIp7AA","top_video_share_7d":0.5323,"top3_video_share_7d":0.7903,"views_7d":62}


signal_date: 2026-05-10
signal_id: launch-read-floor-2026-05-10
signal_type: launch_read_floor
subject_type: video
subject_id: o5c-3CzKVOk
metric_family: launch
window: first_week_to_date
confidence_tier: noise
noise_reason: impressions_below_ctr_floor
direction: too_thin
evidence_json:
  {"recent_video_id":"o5c-3CzKVOk","first_week_candidate_views":1,"first_week_candidate_impressions":0,"first_week_baseline_median_views":3}


signal_date: 2026-05-11
signal_id: launch-baseline-2026-05-11
signal_type: launch_vs_baseline
subject_type: video
subject_id: G3X-t3NKOSE
metric_family: launch
window: first_week_to_date
confidence_tier: directional
direction: up
evidence_json:
  {"recent_video_id":"G3X-t3NKOSE","first_week_candidate_views":25,"first_week_candidate_impressions":0,"first_week_baseline_median_views":3}


signal_date: 2026-05-12
signal_id: launch-baseline-2026-05-12
signal_type: launch_vs_baseline
subject_type: video
subject_id: pn2r7K_BnVk
metric_family: launch
window: first_week_to_date
confidence_tier: readable
direction: up
evidence_json:
  {"recent_video_id":"pn2r7K_BnVk","first_week_candidate_views":74,"first_week_candidate_impressions":0,"first_week_baseline_median_views":3}


signal_date: 2026-05-13
signal_id: launch-baseline-2026-05-13
signal_type: launch_vs_baseline
subject_type: video
subject_id: pn2r7K_BnVk
metric_family: launch
window: first_week_to_date
confidence_tier: readable
direction: up
evidence_json:
  {"recent_video_id":"pn2r7K_BnVk","first_week_candidate_views":77,"first_week_candidate_impressions":0,"first_week_baseline_median_views":3}


signal_date: 2026-05-14
signal_id: launch-baseline-2026-05-14
signal_type: launch_vs_baseline
subject_type: video
subject_id: pn2r7K_BnVk
metric_family: launch
window: first_week_to_date
confidence_tier: readable
direction: up
evidence_json:
  {"recent_video_id":"pn2r7K_BnVk","first_week_candidate_views":82,"first_week_candidate_impressions":0,"first_week_baseline_median_views":5}


signal_date: 2026-05-15
signal_id: catalog-concentration-2026-05-15
signal_type: catalog_concentration
subject_type: video
subject_id: pn2r7K_BnVk
metric_family: video_share
window: trailing_7d
confidence_tier: strong
direction: concentrated
evidence_json:
  {"top_video_id":"pn2r7K_BnVk","top_video_share_7d":0.539,"top3_video_share_7d":0.9351,"views_7d":154}


signal_date: 2026-05-15
signal_id: launch-baseline-2026-05-15
signal_type: launch_vs_baseline
subject_type: video
subject_id: pn2r7K_BnVk
metric_family: launch
window: first_week_to_date
confidence_tier: readable
direction: up
evidence_json:
  {"recent_video_id":"pn2r7K_BnVk","first_week_candidate_views":83,"first_week_candidate_impressions":0,"first_week_baseline_median_views":5}


signal_date: 2026-05-16
signal_id: catalog-concentration-2026-05-16
signal_type: catalog_concentration
subject_type: video
subject_id: pn2r7K_BnVk
metric_family: video_share
window: trailing_7d
confidence_tier: strong
direction: concentrated
evidence_json:
  {"top_video_id":"pn2r7K_BnVk","top_video_share_7d":0.5605,"top3_video_share_7d":0.949,"views_7d":157}


signal_date: 2026-05-16
signal_id: launch-baseline-2026-05-16
signal_type: launch_vs_baseline
subject_type: video
subject_id: pn2r7K_BnVk
metric_family: launch
window: first_week_to_date
confidence_tier: readable
direction: up
evidence_json:
  {"recent_video_id":"pn2r7K_BnVk","first_week_candidate_views":88,"first_week_candidate_impressions":0,"first_week_baseline_median_views":5}


signal_date: 2026-05-17
signal_id: catalog-concentration-2026-05-17
signal_type: catalog_concentration
subject_type: video
subject_id: pn2r7K_BnVk
metric_family: video_share
window: trailing_7d
confidence_tier: strong
direction: concentrated
evidence_json:
  {"top_video_id":"pn2r7K_BnVk","top_video_share_7d":0.754,"top3_video_share_7d":0.9841,"views_7d":126}


signal_date: 2026-05-17
signal_id: launch-baseline-2026-05-17
signal_type: launch_vs_baseline
subject_type: video
subject_id: pn2r7K_BnVk
metric_family: launch
window: first_week_to_date
confidence_tier: readable
direction: up
evidence_json:
  {"recent_video_id":"pn2r7K_BnVk","first_week_candidate_views":95,"first_week_candidate_impressions":0,"first_week_baseline_median_views":8}


signal_date: 2026-05-18
signal_id: catalog-concentration-2026-05-18
signal_type: catalog_concentration
subject_type: video
subject_id: pn2r7K_BnVk
metric_family: video_share
window: trailing_7d
confidence_tier: strong
direction: concentrated
evidence_json:
  {"top_video_id":"pn2r7K_BnVk","top_video_share_7d":0.9333,"top3_video_share_7d":0.9905,"views_7d":105}


signal_date: 2026-05-18
signal_id: launch-baseline-2026-05-18
signal_type: launch_vs_baseline
subject_type: video
subject_id: pn2r7K_BnVk
metric_family: launch
window: first_week_to_date
confidence_tier: readable
direction: up
evidence_json:
  {"recent_video_id":"pn2r7K_BnVk","first_week_candidate_views":98,"first_week_candidate_impressions":0,"first_week_baseline_median_views":8}


signal_date: 2026-05-19
signal_id: catalog-concentration-2026-05-19
signal_type: catalog_concentration
subject_type: video
subject_id: pn2r7K_BnVk
metric_family: video_share
window: trailing_7d
confidence_tier: readable
direction: concentrated
evidence_json:
  {"top_video_id":"pn2r7K_BnVk","top_video_share_7d":0.8387,"top3_video_share_7d":0.9677,"views_7d":31}


signal_date: 2026-05-29
signal_id: video-late-pickup-pn2r7K_BnVk-2026-05-29
signal_type: video_late_pickup
subject_type: video
subject_id: pn2r7K_BnVk
metric_family: lifecycle
window: after_day_7
confidence_tier: strong
direction: late_pickup
evidence_json:
  {"video_id":"pn2r7K_BnVk","late_views_to_date":60,"day7_views_to_date":100,"total_views_to_date":160}


signal_date: 2026-05-30
signal_id: catalog-concentration-2026-05-30
signal_type: catalog_concentration
subject_type: video
subject_id: eju1Rb5gc7U
metric_family: video_share
window: trailing_7d
confidence_tier: strong
direction: concentrated
evidence_json:
  {"top_video_id":"eju1Rb5gc7U","top_video_share_7d":0.5204,"top3_video_share_7d":0.9442,"views_7d":269}


signal_date: 2026-05-30
signal_id: video-late-pickup-pn2r7K_BnVk-2026-05-30
signal_type: video_late_pickup
subject_type: video
subject_id: pn2r7K_BnVk
metric_family: lifecycle
window: after_day_7
confidence_tier: strong
direction: late_pickup
evidence_json:
  {"video_id":"pn2r7K_BnVk","late_views_to_date":69,"day7_views_to_date":100,"total_views_to_date":169}


signal_date: 2026-05-31
signal_id: catalog-concentration-2026-05-31
signal_type: catalog_concentration
subject_type: video
subject_id: eju1Rb5gc7U
metric_family: video_share
window: trailing_7d
confidence_tier: strong
direction: concentrated
evidence_json:
  {"top_video_id":"eju1Rb5gc7U","top_video_share_7d":0.4874,"top3_video_share_7d":0.958,"views_7d":238}


signal_date: 2026-05-31
signal_id: video-late-pickup-pn2r7K_BnVk-2026-05-31
signal_type: video_late_pickup
subject_type: video
subject_id: pn2r7K_BnVk
metric_family: lifecycle
window: after_day_7
confidence_tier: strong
direction: late_pickup
evidence_json:
  {"video_id":"pn2r7K_BnVk","late_views_to_date":76,"day7_views_to_date":100,"total_views_to_date":176}


signal_date: 2026-06-01
signal_id: catalog-concentration-2026-06-01
signal_type: catalog_concentration
subject_type: video
subject_id: eju1Rb5gc7U
metric_family: video_share
window: trailing_7d
confidence_tier: strong
direction: concentrated
evidence_json:
  {"top_video_id":"eju1Rb5gc7U","top_video_share_7d":0.4755,"top3_video_share_7d":0.9657,"views_7d":204}


signal_date: 2026-06-01
signal_id: video-late-pickup-pn2r7K_BnVk-2026-06-01
signal_type: video_late_pickup
subject_type: video
subject_id: pn2r7K_BnVk
metric_family: lifecycle
window: after_day_7
confidence_tier: strong
direction: late_pickup
evidence_json:
  {"video_id":"pn2r7K_BnVk","late_views_to_date":80,"day7_views_to_date":100,"total_views_to_date":180}


signal_date: 2026-06-02
signal_id: catalog-concentration-2026-06-02
signal_type: catalog_concentration
subject_type: video
subject_id: eju1Rb5gc7U
metric_family: video_share
window: trailing_7d
confidence_tier: strong
direction: concentrated
evidence_json:
  {"top_video_id":"eju1Rb5gc7U","top_video_share_7d":0.4324,"top3_video_share_7d":0.9838,"views_7d":185}


signal_date: 2026-06-02
signal_id: video-late-pickup-pn2r7K_BnVk-2026-06-02
signal_type: video_late_pickup
subject_type: video
subject_id: pn2r7K_BnVk
metric_family: lifecycle
window: after_day_7
confidence_tier: strong
direction: late_pickup
evidence_json:
  {"video_id":"pn2r7K_BnVk","late_views_to_date":93,"day7_views_to_date":100,"total_views_to_date":193}


signal_date: 2026-06-03
signal_id: video-late-pickup-pn2r7K_BnVk-2026-06-03
signal_type: video_late_pickup
subject_type: video
subject_id: pn2r7K_BnVk
metric_family: lifecycle
window: after_day_7
confidence_tier: strong
direction: late_pickup
evidence_json:
  {"video_id":"pn2r7K_BnVk","late_views_to_date":107,"day7_views_to_date":100,"total_views_to_date":207}


signal_date: 2026-06-04
signal_id: catalog-concentration-2026-06-04
signal_type: catalog_concentration
subject_type: video
subject_id: eju1Rb5gc7U
metric_family: video_share
window: trailing_7d
confidence_tier: strong
direction: concentrated
evidence_json:
  {"top_video_id":"eju1Rb5gc7U","top_video_share_7d":0.386,"top3_video_share_7d":0.9708,"views_7d":171}


signal_date: 2026-06-04
signal_id: video-late-pickup-pn2r7K_BnVk-2026-06-04
signal_type: video_late_pickup
subject_type: video
subject_id: pn2r7K_BnVk
metric_family: lifecycle
window: after_day_7
confidence_tier: strong
direction: late_pickup
evidence_json:
  {"video_id":"pn2r7K_BnVk","late_views_to_date":108,"day7_views_to_date":100,"total_views_to_date":208}


signal_date: 2026-06-05
signal_id: catalog-concentration-2026-06-05
signal_type: catalog_concentration
subject_type: video
subject_id: G8RciT3IC9s
metric_family: video_share
window: trailing_7d
confidence_tier: strong
direction: concentrated
evidence_json:
  {"top_video_id":"G8RciT3IC9s","top_video_share_7d":0.7205,"top3_video_share_7d":0.9202,"views_7d":526}


signal_date: 2026-06-05
signal_id: video-late-pickup-eju1Rb5gc7U-2026-06-05
signal_type: video_late_pickup
subject_type: video
subject_id: eju1Rb5gc7U
metric_family: lifecycle
window: after_day_7
confidence_tier: strong
direction: late_pickup
evidence_json:
  {"video_id":"eju1Rb5gc7U","late_views_to_date":188,"day7_views_to_date":33,"total_views_to_date":221}


signal_date: 2026-06-05
signal_id: launch-baseline-2026-06-05
signal_type: launch_vs_baseline
subject_type: video
subject_id: G8RciT3IC9s
metric_family: launch
window: first_week_to_date
confidence_tier: strong
direction: up
evidence_json:
  {"recent_video_id":"G8RciT3IC9s","first_week_candidate_views":379,"first_week_candidate_impressions":0,"first_week_baseline_median_views":3}


signal_date: 2026-06-06
signal_id: catalog-concentration-2026-06-06
signal_type: catalog_concentration
subject_type: video
subject_id: G8RciT3IC9s
metric_family: video_share
window: trailing_7d
confidence_tier: strong
direction: concentrated
evidence_json:
  {"top_video_id":"G8RciT3IC9s","top_video_share_7d":0.7554,"top3_video_share_7d":0.929,"views_7d":507}


signal_date: 2026-06-06
signal_id: launch-baseline-2026-06-06
signal_type: launch_vs_baseline
subject_type: video
subject_id: G8RciT3IC9s
metric_family: launch
window: first_week_to_date
confidence_tier: strong
direction: up
evidence_json:
  {"recent_video_id":"G8RciT3IC9s","first_week_candidate_views":383,"first_week_candidate_impressions":0,"first_week_baseline_median_views":5}


signal_date: 2026-06-07
signal_id: catalog-concentration-2026-06-07
signal_type: catalog_concentration
subject_type: video
subject_id: G8RciT3IC9s
metric_family: video_share
window: trailing_7d
confidence_tier: strong
direction: concentrated
evidence_json:
  {"top_video_id":"G8RciT3IC9s","top_video_share_7d":0.7901,"top3_video_share_7d":0.9383,"views_7d":486}


signal_date: 2026-06-07
signal_id: launch-baseline-2026-06-07
signal_type: launch_vs_baseline
subject_type: video
subject_id: G8RciT3IC9s
metric_family: launch
window: first_week_to_date
confidence_tier: strong
direction: up
evidence_json:
  {"recent_video_id":"G8RciT3IC9s","first_week_candidate_views":384,"first_week_candidate_impressions":0,"first_week_baseline_median_views":6}


signal_date: 2026-06-08
signal_id: video-late-pickup-eju1Rb5gc7U-2026-06-08
signal_type: video_late_pickup
subject_type: video
subject_id: eju1Rb5gc7U
metric_family: lifecycle
window: after_day_7
confidence_tier: strong
direction: late_pickup
evidence_json:
  {"video_id":"eju1Rb5gc7U","late_views_to_date":190,"day7_views_to_date":33,"total_views_to_date":223}


signal_date: 2026-06-08
signal_id: launch-baseline-2026-06-08
signal_type: launch_vs_baseline
subject_type: video
subject_id: G8RciT3IC9s
metric_family: launch
window: first_week_to_date
confidence_tier: strong
direction: up
evidence_json:
  {"recent_video_id":"G8RciT3IC9s","first_week_candidate_views":384,"first_week_candidate_impressions":0,"first_week_baseline_median_views":7}


signal_date: 2026-06-09
signal_id: catalog-concentration-2026-06-09
signal_type: catalog_concentration
subject_type: video
subject_id: G8RciT3IC9s
metric_family: video_share
window: trailing_7d
confidence_tier: strong
direction: concentrated
evidence_json:
  {"top_video_id":"G8RciT3IC9s","top_video_share_7d":0.8477,"top3_video_share_7d":0.9514,"views_7d":453}


signal_date: 2026-06-09
signal_id: video-late-pickup-eju1Rb5gc7U-2026-06-09
signal_type: video_late_pickup
subject_type: video
subject_id: eju1Rb5gc7U
metric_family: lifecycle
window: after_day_7
confidence_tier: strong
direction: late_pickup
evidence_json:
  {"video_id":"eju1Rb5gc7U","late_views_to_date":193,"day7_views_to_date":33,"total_views_to_date":226}


signal_date: 2026-06-09
signal_id: launch-baseline-2026-06-09
signal_type: launch_vs_baseline
subject_type: video
subject_id: G8RciT3IC9s
metric_family: launch
window: first_week_to_date
confidence_tier: strong
direction: up
evidence_json:
  {"recent_video_id":"G8RciT3IC9s","first_week_candidate_views":384,"first_week_candidate_impressions":0,"first_week_baseline_median_views":8}


signal_date: 2026-06-10
signal_id: catalog-concentration-2026-06-10
signal_type: catalog_concentration
subject_type: video
subject_id: G8RciT3IC9s
metric_family: video_share
window: trailing_7d
confidence_tier: strong
direction: concentrated
evidence_json:
  {"top_video_id":"G8RciT3IC9s","top_video_share_7d":0.9459,"top3_video_share_7d":0.9779,"views_7d":407}


signal_date: 2026-06-10
signal_id: video-late-pickup-eju1Rb5gc7U-2026-06-10
signal_type: video_late_pickup
subject_type: video
subject_id: eju1Rb5gc7U
metric_family: lifecycle
window: after_day_7
confidence_tier: strong
direction: late_pickup
evidence_json:
  {"video_id":"eju1Rb5gc7U","late_views_to_date":194,"day7_views_to_date":33,"total_views_to_date":227}


signal_date: 2026-06-10
signal_id: launch-baseline-2026-06-10
signal_type: launch_vs_baseline
subject_type: video
subject_id: G8RciT3IC9s
metric_family: launch
window: first_week_to_date
confidence_tier: strong
direction: up
evidence_json:
  {"recent_video_id":"G8RciT3IC9s","first_week_candidate_views":385,"first_week_candidate_impressions":0,"first_week_baseline_median_views":14}


signal_date: 2026-06-11
signal_id: catalog-concentration-2026-06-11
signal_type: catalog_concentration
subject_type: video
subject_id: G8RciT3IC9s
metric_family: video_share
window: trailing_7d
confidence_tier: strong
direction: concentrated
evidence_json:
  {"top_video_id":"G8RciT3IC9s","top_video_share_7d":0.953,"top3_video_share_7d":0.9802,"views_7d":404}


signal_date: 2026-06-21
signal_id: video-late-pickup-eju1Rb5gc7U-2026-06-21
signal_type: video_late_pickup
subject_type: video
subject_id: eju1Rb5gc7U
metric_family: lifecycle
window: after_day_7
confidence_tier: strong
direction: late_pickup
evidence_json:
  {"video_id":"eju1Rb5gc7U","late_views_to_date":199,"day7_views_to_date":33,"total_views_to_date":232}


signal_date: 2026-06-22
signal_id: video-late-pickup-eju1Rb5gc7U-2026-06-22
signal_type: video_late_pickup
subject_type: video
subject_id: eju1Rb5gc7U
metric_family: lifecycle
window: after_day_7
confidence_tier: strong
direction: late_pickup
evidence_json:
  {"video_id":"eju1Rb5gc7U","late_views_to_date":200,"day7_views_to_date":33,"total_views_to_date":233}


signal_date: 2026-06-23
signal_id: video-late-pickup-eju1Rb5gc7U-2026-06-23
signal_type: video_late_pickup
subject_type: video
subject_id: eju1Rb5gc7U
metric_family: lifecycle
window: after_day_7
confidence_tier: strong
direction: late_pickup
evidence_json:
  {"video_id":"eju1Rb5gc7U","late_views_to_date":203,"day7_views_to_date":33,"total_views_to_date":236}


signal_date: 2026-06-24
signal_id: video-late-pickup-eju1Rb5gc7U-2026-06-24
signal_type: video_late_pickup
subject_type: video
subject_id: eju1Rb5gc7U
metric_family: lifecycle
window: after_day_7
confidence_tier: strong
direction: late_pickup
evidence_json:
  {"video_id":"eju1Rb5gc7U","late_views_to_date":204,"day7_views_to_date":33,"total_views_to_date":237}


signal_date: 2026-06-25
signal_id: source-concentration-2026-06-25
signal_type: source_concentration
subject_type: traffic_source
subject_id: 7
metric_family: source_share
window: trailing_7d
confidence_tier: directional
direction: concentrated
evidence_json:
  {"source_name":"Suggested Videos","max_source_share_7d":1,"suggested_share_28d":null,"views_7d":13,"impressions_7d":128}


signal_date: 2026-06-25
signal_id: video-late-pickup-eju1Rb5gc7U-2026-06-25
signal_type: video_late_pickup
subject_type: video
subject_id: eju1Rb5gc7U
metric_family: lifecycle
window: after_day_7
confidence_tier: strong
direction: late_pickup
evidence_json:
  {"video_id":"eju1Rb5gc7U","late_views_to_date":205,"day7_views_to_date":33,"total_views_to_date":238}


signal_date: 2026-06-26
signal_id: source-concentration-2026-06-26
signal_type: source_concentration
subject_type: traffic_source
subject_id: 7
metric_family: source_share
window: trailing_7d
confidence_tier: directional
direction: concentrated
evidence_json:
  {"source_name":"Suggested Videos","max_source_share_7d":1,"suggested_share_28d":null,"views_7d":12,"impressions_7d":145}


signal_date: 2026-06-26
signal_id: video-late-pickup-eju1Rb5gc7U-2026-06-26
signal_type: video_late_pickup
subject_type: video
subject_id: eju1Rb5gc7U
metric_family: lifecycle
window: after_day_7
confidence_tier: strong
direction: late_pickup
evidence_json:
  {"video_id":"eju1Rb5gc7U","late_views_to_date":208,"day7_views_to_date":33,"total_views_to_date":241}


signal_date: 2026-06-27
signal_id: source-concentration-2026-06-27
signal_type: source_concentration
subject_type: traffic_source
subject_id: 7
metric_family: source_share
window: trailing_7d
confidence_tier: directional
direction: concentrated
evidence_json:
  {"source_name":"Suggested Videos","max_source_share_7d":1,"suggested_share_28d":null,"views_7d":13,"impressions_7d":168}


signal_date: 2026-06-27
signal_id: video-late-pickup-eju1Rb5gc7U-2026-06-27
signal_type: video_late_pickup
subject_type: video
subject_id: eju1Rb5gc7U
metric_family: lifecycle
window: after_day_7
confidence_tier: strong
direction: late_pickup
evidence_json:
  {"video_id":"eju1Rb5gc7U","late_views_to_date":209,"day7_views_to_date":33,"total_views_to_date":242}


signal_date: 2026-06-28
signal_id: source-concentration-2026-06-28
signal_type: source_concentration
subject_type: traffic_source
subject_id: 7
metric_family: source_share
window: trailing_7d
confidence_tier: directional
direction: concentrated
evidence_json:
  {"source_name":"Suggested Videos","max_source_share_7d":1,"suggested_share_28d":null,"views_7d":13,"impressions_7d":154}


signal_date: 2026-06-28
signal_id: video-late-pickup-eju1Rb5gc7U-2026-06-28
signal_type: video_late_pickup
subject_type: video
subject_id: eju1Rb5gc7U
metric_family: lifecycle
window: after_day_7
confidence_tier: strong
direction: late_pickup
evidence_json:
  {"video_id":"eju1Rb5gc7U","late_views_to_date":210,"day7_views_to_date":33,"total_views_to_date":243}


signal_date: 2026-06-29
signal_id: source-concentration-2026-06-29
signal_type: source_concentration
subject_type: traffic_source
subject_id: 7
metric_family: source_share
window: trailing_7d
confidence_tier: directional
direction: concentrated
evidence_json:
  {"source_name":"Suggested Videos","max_source_share_7d":1,"suggested_share_28d":null,"views_7d":13,"impressions_7d":215}


signal_date: 2026-06-29
signal_id: video-late-pickup-eju1Rb5gc7U-2026-06-29
signal_type: video_late_pickup
subject_type: video
subject_id: eju1Rb5gc7U
metric_family: lifecycle
window: after_day_7
confidence_tier: strong
direction: late_pickup
evidence_json:
  {"video_id":"eju1Rb5gc7U","late_views_to_date":211,"day7_views_to_date":33,"total_views_to_date":244}


signal_date: 2026-06-30
signal_id: source-concentration-2026-06-30
signal_type: source_concentration
subject_type: traffic_source
subject_id: 7
metric_family: source_share
window: trailing_7d
confidence_tier: directional
direction: concentrated
evidence_json:
  {"source_name":"Suggested Videos","max_source_share_7d":1,"suggested_share_28d":null,"views_7d":13,"impressions_7d":217}


signal_date: 2026-06-30
signal_id: video-late-pickup-eju1Rb5gc7U-2026-06-30
signal_type: video_late_pickup
subject_type: video
subject_id: eju1Rb5gc7U
metric_family: lifecycle
window: after_day_7
confidence_tier: strong
direction: late_pickup
evidence_json:
  {"video_id":"eju1Rb5gc7U","late_views_to_date":215,"day7_views_to_date":33,"total_views_to_date":248}


signal_date: 2026-07-01
signal_id: source-concentration-2026-07-01
signal_type: source_concentration
subject_type: traffic_source
subject_id: 7
metric_family: source_share
window: trailing_7d
confidence_tier: directional
direction: concentrated
evidence_json:
  {"source_name":"Suggested Videos","max_source_share_7d":1,"suggested_share_28d":null,"views_7d":17,"impressions_7d":232}


signal_date: 2026-07-01
signal_id: video-late-pickup-eju1Rb5gc7U-2026-07-01
signal_type: video_late_pickup
subject_type: video
subject_id: eju1Rb5gc7U
metric_family: lifecycle
window: after_day_7
confidence_tier: strong
direction: late_pickup
evidence_json:
  {"video_id":"eju1Rb5gc7U","late_views_to_date":220,"day7_views_to_date":33,"total_views_to_date":253}


signal_date: 2026-07-08
signal_id: catalog-concentration-2026-07-08
signal_type: catalog_concentration
subject_type: video
subject_id: eju1Rb5gc7U
metric_family: video_share
window: trailing_7d
confidence_tier: readable
direction: concentrated
evidence_json:
  {"top_video_id":"eju1Rb5gc7U","top_video_share_7d":0.8684,"top3_video_share_7d":0.9737,"views_7d":38}


signal_date: 2026-07-09
signal_id: source-concentration-2026-07-09
signal_type: source_concentration
subject_type: traffic_source
subject_id: 7
metric_family: source_share
window: trailing_7d
confidence_tier: readable
direction: concentrated
evidence_json:
  {"source_name":"Suggested Videos","max_source_share_7d":0.8519,"suggested_share_28d":null,"views_7d":27,"impressions_7d":345}


signal_date: 2026-07-10
signal_id: source-concentration-2026-07-10
signal_type: source_concentration
subject_type: traffic_source
subject_id: 7
metric_family: source_share
window: trailing_7d
confidence_tier: readable
direction: concentrated
evidence_json:
  {"source_name":"Suggested Videos","max_source_share_7d":0.8519,"suggested_share_28d":null,"views_7d":27,"impressions_7d":352}


signal_date: 2026-07-10
signal_id: catalog-concentration-2026-07-10
signal_type: catalog_concentration
subject_type: video
subject_id: eju1Rb5gc7U
metric_family: video_share
window: trailing_7d
confidence_tier: directional
direction: concentrated
evidence_json:
  {"top_video_id":"eju1Rb5gc7U","top_video_share_7d":0.8889,"top3_video_share_7d":0.963,"views_7d":27}


signal_date: 2026-07-11
signal_id: catalog-concentration-2026-07-11
signal_type: catalog_concentration
subject_type: video
subject_id: eju1Rb5gc7U
metric_family: video_share
window: trailing_7d
confidence_tier: readable
direction: concentrated
evidence_json:
  {"top_video_id":"eju1Rb5gc7U","top_video_share_7d":0.7419,"top3_video_share_7d":0.8387,"views_7d":31}


signal_date: 2026-07-12
signal_id: source-concentration-2026-07-12
signal_type: source_concentration
subject_type: traffic_source
subject_id: 7
metric_family: source_share
window: trailing_7d
confidence_tier: readable
direction: concentrated
evidence_json:
  {"source_name":"Suggested Videos","max_source_share_7d":0.7586,"suggested_share_28d":null,"views_7d":29,"impressions_7d":418}


signal_date: 2026-07-12
signal_id: catalog-concentration-2026-07-12
signal_type: catalog_concentration
subject_type: video
subject_id: eju1Rb5gc7U
metric_family: video_share
window: trailing_7d
confidence_tier: directional
direction: concentrated
evidence_json:
  {"top_video_id":"eju1Rb5gc7U","top_video_share_7d":0.7241,"top3_video_share_7d":0.8276,"views_7d":29}


signal_date: 2026-07-13
signal_id: source-concentration-2026-07-13
signal_type: source_concentration
subject_type: traffic_source
subject_id: 7
metric_family: source_share
window: trailing_7d
confidence_tier: readable
direction: concentrated
evidence_json:
  {"source_name":"Suggested Videos","max_source_share_7d":0.7667,"suggested_share_28d":null,"views_7d":30,"impressions_7d":427}


signal_date: 2026-07-13
signal_id: catalog-concentration-2026-07-13
signal_type: catalog_concentration
subject_type: video
subject_id: eju1Rb5gc7U
metric_family: video_share
window: trailing_7d
confidence_tier: readable
direction: concentrated
evidence_json:
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signal_date: 2026-07-14
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signal_type: video_late_pickup
subject_type: video
subject_id: eju1Rb5gc7U
metric_family: lifecycle
window: after_day_7
confidence_tier: strong
direction: late_pickup
evidence_json:
  {"video_id":"eju1Rb5gc7U","late_views_to_date":378,"day7_views_to_date":33,"total_views_to_date":411}


signal_date: 2026-08-25
signal_id: launch-read-floor-2026-08-25
signal_type: launch_read_floor
subject_type: video
subject_id: AbmT8K5iIwE
metric_family: launch
window: first_week_to_date
confidence_tier: noise
noise_reason: impressions_below_ctr_floor
direction: too_thin
evidence_json:
  {"recent_video_id":"AbmT8K5iIwE","first_week_candidate_views":0,"first_week_candidate_impressions":0,"first_week_baseline_median_views":3}


# app_wisdom_verdict_daily

date: 2026-05-25
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":15,"60s_median_retention_pct":76.03,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":8.275,"1800s_count":4,"1800s_median_retention_pct":4.72,"3600s+_count":4,"3600s+_median_retention_pct":4.079,"best_bucket_seconds":60,"best_bucket_median_retention_pct":76.03}


date: 2026-05-25
test_id: avp_50_keeps_pushing
status: inconclusive
inconclusive_reason: thin_sample
confidence: low
evidence_json:
  {"low_count":0,"mid_count":0,"high_count":0,"low_median":null,"mid_median":null,"high_median":null,"threshold_high_above":0.7,"threshold_low_below":0.4}


date: 2026-05-25
test_id: posting_too_rarely
status: disagrees
confidence: high
evidence_json:
  {"median_post_gap_ratio":2,"baseline_day1_views":16,"eligible_gaps":7,"threshold_agrees_below":0.7,"threshold_disagrees_above":1}


date: 2026-05-25
test_id: longer_videos_more_watch_time
status: agrees
confidence: high
evidence_json:
  {"r_duration_vs_watch_per_view":0.676,"eligible_videos":26,"threshold_agrees_above":0.5,"threshold_disagrees_below":-0.1}


date: 2026-05-25
test_id: shorter_videos_more_views
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
evidence_json:
  {"r_duration_vs_total_views":-0.206,"eligible_videos":26,"threshold_agrees_below":-0.3,"threshold_disagrees_above":0.3}


date: 2026-05-25
test_id: comment_rate_truest_signal
status: disagrees
confidence: high
evidence_json:
  {"r_likes_vs_subs":0.941,"r_comments_vs_subs":-0.06,"r_shares_vs_subs":null,"leader_metric":"likes","leader_abs_r":0.941,"threshold_agrees_above":0.3}


date: 2026-05-25
test_id: sub_growth_breakouts
status: agrees
confidence: high
evidence_json:
  {"gini_subs_gained":0.794,"total_subs_gained":11,"eligible_videos":26,"threshold_agrees_above":0.7,"threshold_disagrees_below":0.3}


date: 2026-05-26
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":15,"60s_median_retention_pct":76.03,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":7.732,"1800s_count":4,"1800s_median_retention_pct":4.479,"3600s+_count":4,"3600s+_median_retention_pct":4.079,"best_bucket_seconds":60,"best_bucket_median_retention_pct":76.03}


date: 2026-05-26
test_id: longer_videos_more_watch_time
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"r_duration_vs_watch_per_view":0.678,"eligible_videos":26,"threshold_agrees_above":0.5,"threshold_disagrees_below":-0.1}


date: 2026-05-26
test_id: shorter_videos_more_views
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"r_duration_vs_total_views":-0.205,"eligible_videos":26,"threshold_agrees_below":-0.3,"threshold_disagrees_above":0.3}


date: 2026-05-26
test_id: comment_rate_truest_signal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"r_likes_vs_subs":0.95,"r_comments_vs_subs":-0.058,"r_shares_vs_subs":null,"leader_metric":"likes","leader_abs_r":0.95,"threshold_agrees_above":0.3}


date: 2026-05-27
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":15,"60s_median_retention_pct":76.03,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":7.747,"1800s_count":4,"1800s_median_retention_pct":4.772,"3600s+_count":4,"3600s+_median_retention_pct":4.079,"best_bucket_seconds":60,"best_bucket_median_retention_pct":76.03}


date: 2026-05-27
test_id: longer_videos_more_watch_time
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"r_duration_vs_watch_per_view":0.681,"eligible_videos":26,"threshold_agrees_above":0.5,"threshold_disagrees_below":-0.1}


date: 2026-05-27
test_id: comment_rate_truest_signal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"r_likes_vs_subs":0.957,"r_comments_vs_subs":-0.056,"r_shares_vs_subs":null,"leader_metric":"likes","leader_abs_r":0.957,"threshold_agrees_above":0.3}


date: 2026-05-28
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":15,"60s_median_retention_pct":76.03,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":7.651,"1800s_count":4,"1800s_median_retention_pct":5.185,"3600s+_count":4,"3600s+_median_retention_pct":4.079,"best_bucket_seconds":60,"best_bucket_median_retention_pct":76.03}


date: 2026-05-28
test_id: longer_videos_more_watch_time
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"r_duration_vs_watch_per_view":0.683,"eligible_videos":26,"threshold_agrees_above":0.5,"threshold_disagrees_below":-0.1}


date: 2026-05-28
test_id: comment_rate_truest_signal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"r_likes_vs_subs":0.963,"r_comments_vs_subs":-0.055,"r_shares_vs_subs":null,"leader_metric":"likes","leader_abs_r":0.963,"threshold_agrees_above":0.3}


date: 2026-05-29
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":15,"60s_median_retention_pct":76.03,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":7.512,"1800s_count":4,"1800s_median_retention_pct":4.983,"3600s+_count":4,"3600s+_median_retention_pct":4.079,"best_bucket_seconds":60,"best_bucket_median_retention_pct":76.03}


date: 2026-05-29
test_id: shorter_videos_more_views
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"r_duration_vs_total_views":-0.204,"eligible_videos":26,"threshold_agrees_below":-0.3,"threshold_disagrees_above":0.3}


date: 2026-05-29
test_id: comment_rate_truest_signal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"r_likes_vs_subs":0.969,"r_comments_vs_subs":-0.054,"r_shares_vs_subs":null,"leader_metric":"likes","leader_abs_r":0.969,"threshold_agrees_above":0.3}


date: 2026-05-30
test_id: day_1_3_testing_window
status: inconclusive
inconclusive_reason: near_threshold
confidence: medium
prior_status: inconclusive
evidence_json:
  {"median_day_0_2_share":0.341,"eligible_videos":5,"threshold_agrees_above":0.6,"threshold_disagrees_below":0.3}


date: 2026-05-30
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":15,"60s_median_retention_pct":76.03,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":7.79,"1800s_count":4,"1800s_median_retention_pct":4.819,"3600s+_count":4,"3600s+_median_retention_pct":4.079,"best_bucket_seconds":60,"best_bucket_median_retention_pct":76.03}


date: 2026-05-30
test_id: videos_peak_day_1_3
status: disagrees
confidence: medium
prior_status: inconclusive
evidence_json:
  {"peak_days_0_2_count":0,"peak_days_3_7_count":0,"peak_days_8_plus_count":5,"peak_days_0_2_share":0,"eligible_videos":5,"threshold_agrees_above":0.6,"threshold_disagrees_below":0.3}


date: 2026-05-30
test_id: longer_videos_more_watch_time
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"r_duration_vs_watch_per_view":0.679,"eligible_videos":26,"threshold_agrees_above":0.5,"threshold_disagrees_below":-0.1}


date: 2026-05-30
test_id: comment_rate_truest_signal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"r_likes_vs_subs":0.975,"r_comments_vs_subs":-0.052,"r_shares_vs_subs":null,"leader_metric":"likes","leader_abs_r":0.975,"threshold_agrees_above":0.3}


date: 2026-05-30
test_id: algorithm_tests_then_scales
status: disagrees
confidence: medium
prior_status: inconclusive
evidence_json:
  {"elbow_share":0,"elbow_count":0,"eligible_videos":5,"threshold_min_slope_change_x":3,"threshold_agrees_above":0.5,"threshold_disagrees_below":0.2}


date: 2026-05-31
test_id: day_1_3_testing_window
status: inconclusive
inconclusive_reason: near_threshold
confidence: medium
prior_status: inconclusive
evidence_json:
  {"median_day_0_2_share":0.335,"eligible_videos":5,"threshold_agrees_above":0.6,"threshold_disagrees_below":0.3}


date: 2026-05-31
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":15,"60s_median_retention_pct":76.03,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":7.535,"1800s_count":4,"1800s_median_retention_pct":4.731,"3600s+_count":4,"3600s+_median_retention_pct":4.079,"best_bucket_seconds":60,"best_bucket_median_retention_pct":76.03}


date: 2026-05-31
test_id: longer_videos_more_watch_time
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"r_duration_vs_watch_per_view":0.68,"eligible_videos":26,"threshold_agrees_above":0.5,"threshold_disagrees_below":-0.1}


date: 2026-05-31
test_id: comment_rate_truest_signal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"r_likes_vs_subs":0.977,"r_comments_vs_subs":-0.052,"r_shares_vs_subs":null,"leader_metric":"likes","leader_abs_r":0.977,"threshold_agrees_above":0.3}


date: 2026-06-01
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":15,"60s_median_retention_pct":76.03,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":7.525,"1800s_count":4,"1800s_median_retention_pct":4.673,"3600s+_count":4,"3600s+_median_retention_pct":4.079,"best_bucket_seconds":60,"best_bucket_median_retention_pct":76.03}


date: 2026-06-02
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":15,"60s_median_retention_pct":76.03,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":8.583,"1800s_count":4,"1800s_median_retention_pct":4.608,"3600s+_count":4,"3600s+_median_retention_pct":4.079,"best_bucket_seconds":60,"best_bucket_median_retention_pct":76.03}


date: 2026-06-02
test_id: longer_videos_more_watch_time
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"r_duration_vs_watch_per_view":0.677,"eligible_videos":26,"threshold_agrees_above":0.5,"threshold_disagrees_below":-0.1}


date: 2026-06-02
test_id: comment_rate_truest_signal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"r_likes_vs_subs":0.977,"r_comments_vs_subs":-0.051,"r_shares_vs_subs":null,"leader_metric":"likes","leader_abs_r":0.977,"threshold_agrees_above":0.3}


date: 2026-06-03
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":15,"60s_median_retention_pct":76.03,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":8.47,"1800s_count":4,"1800s_median_retention_pct":4.682,"3600s+_count":4,"3600s+_median_retention_pct":4.079,"best_bucket_seconds":60,"best_bucket_median_retention_pct":76.03}


date: 2026-06-03
test_id: shorter_videos_more_views
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"r_duration_vs_total_views":-0.203,"eligible_videos":26,"threshold_agrees_below":-0.3,"threshold_disagrees_above":0.3}


date: 2026-06-03
test_id: comment_rate_truest_signal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"r_likes_vs_subs":0.979,"r_comments_vs_subs":-0.05,"r_shares_vs_subs":null,"leader_metric":"likes","leader_abs_r":0.979,"threshold_agrees_above":0.3}


date: 2026-06-04
test_id: day_1_3_testing_window
status: inconclusive
inconclusive_reason: near_threshold
confidence: medium
prior_status: inconclusive
evidence_json:
  {"median_day_0_2_share":0.335,"eligible_videos":6,"threshold_agrees_above":0.6,"threshold_disagrees_below":0.3}


date: 2026-06-04
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":15,"60s_median_retention_pct":76.03,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":8.395,"1800s_count":4,"1800s_median_retention_pct":4.663,"3600s+_count":4,"3600s+_median_retention_pct":4.079,"best_bucket_seconds":60,"best_bucket_median_retention_pct":76.03}


date: 2026-06-04
test_id: videos_peak_day_1_3
status: disagrees
confidence: medium
prior_status: disagrees
evidence_json:
  {"peak_days_0_2_count":0,"peak_days_3_7_count":0,"peak_days_8_plus_count":6,"peak_days_0_2_share":0,"eligible_videos":6,"threshold_agrees_above":0.6,"threshold_disagrees_below":0.3}


date: 2026-06-04
test_id: comment_rate_truest_signal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"r_likes_vs_subs":0.98,"r_comments_vs_subs":-0.05,"r_shares_vs_subs":null,"leader_metric":"likes","leader_abs_r":0.98,"threshold_agrees_above":0.3}


date: 2026-06-04
test_id: algorithm_tests_then_scales
status: disagrees
confidence: medium
prior_status: disagrees
evidence_json:
  {"elbow_share":0,"elbow_count":0,"eligible_videos":6,"threshold_min_slope_change_x":3,"threshold_agrees_above":0.5,"threshold_disagrees_below":0.2}


date: 2026-06-05
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":16,"60s_median_retention_pct":79.514,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":8.395,"1800s_count":4,"1800s_median_retention_pct":4.663,"3600s+_count":4,"3600s+_median_retention_pct":4.079,"best_bucket_seconds":60,"best_bucket_median_retention_pct":79.514}


date: 2026-06-05
test_id: posting_too_rarely
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"median_post_gap_ratio":4.25,"baseline_day1_views":16,"eligible_gaps":8,"threshold_agrees_below":0.7,"threshold_disagrees_above":1}


date: 2026-06-05
test_id: longer_videos_more_watch_time
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"r_duration_vs_watch_per_view":0.673,"eligible_videos":27,"threshold_agrees_above":0.5,"threshold_disagrees_below":-0.1}


date: 2026-06-05
test_id: shorter_videos_more_views
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"r_duration_vs_total_views":-0.198,"eligible_videos":27,"threshold_agrees_below":-0.3,"threshold_disagrees_above":0.3}


date: 2026-06-05
test_id: comment_rate_truest_signal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"r_likes_vs_subs":0.96,"r_comments_vs_subs":-0.047,"r_shares_vs_subs":null,"leader_metric":"likes","leader_abs_r":0.96,"threshold_agrees_above":0.3}


date: 2026-06-05
test_id: sub_growth_breakouts
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"gini_subs_gained":0.801,"total_subs_gained":11,"eligible_videos":27,"threshold_agrees_above":0.7,"threshold_disagrees_below":0.3}


date: 2026-06-06
test_id: day_1_3_testing_window
status: inconclusive
inconclusive_reason: near_threshold
confidence: medium
prior_status: inconclusive
evidence_json:
  {"median_day_0_2_share":0.335,"eligible_videos":7,"threshold_agrees_above":0.6,"threshold_disagrees_below":0.3}


date: 2026-06-06
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":16,"60s_median_retention_pct":83.94,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":8.395,"1800s_count":4,"1800s_median_retention_pct":4.645,"3600s+_count":4,"3600s+_median_retention_pct":4.079,"best_bucket_seconds":60,"best_bucket_median_retention_pct":83.94}


date: 2026-06-06
test_id: videos_peak_day_1_3
status: disagrees
confidence: medium
prior_status: disagrees
evidence_json:
  {"peak_days_0_2_count":0,"peak_days_3_7_count":0,"peak_days_8_plus_count":7,"peak_days_0_2_share":0,"eligible_videos":7,"threshold_agrees_above":0.6,"threshold_disagrees_below":0.3}


date: 2026-06-06
test_id: shorter_videos_more_views
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"r_duration_vs_total_views":-0.199,"eligible_videos":27,"threshold_agrees_below":-0.3,"threshold_disagrees_above":0.3}


date: 2026-06-06
test_id: comment_rate_truest_signal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"r_likes_vs_subs":0.962,"r_comments_vs_subs":-0.049,"r_shares_vs_subs":null,"leader_metric":"likes","leader_abs_r":0.962,"threshold_agrees_above":0.3}


date: 2026-06-06
test_id: algorithm_tests_then_scales
status: disagrees
confidence: medium
prior_status: disagrees
evidence_json:
  {"elbow_share":0,"elbow_count":0,"eligible_videos":7,"threshold_min_slope_change_x":3,"threshold_agrees_above":0.5,"threshold_disagrees_below":0.2}


date: 2026-06-06
test_id: sub_growth_breakouts
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"gini_subs_gained":0.796,"total_subs_gained":12,"eligible_videos":27,"threshold_agrees_above":0.7,"threshold_disagrees_below":0.3}


date: 2026-06-07
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":16,"60s_median_retention_pct":83.94,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":8.395,"1800s_count":4,"1800s_median_retention_pct":4.623,"3600s+_count":4,"3600s+_median_retention_pct":4.079,"best_bucket_seconds":60,"best_bucket_median_retention_pct":83.94}


date: 2026-06-08
test_id: longer_videos_more_watch_time
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"r_duration_vs_watch_per_view":0.674,"eligible_videos":27,"threshold_agrees_above":0.5,"threshold_disagrees_below":-0.1}


date: 2026-06-09
test_id: search_equals_evergreen
status: inconclusive
inconclusive_reason: near_threshold
confidence: medium
prior_status: inconclusive
evidence_json:
  {"pearson_r":0.277,"eligible_rows":15,"threshold_agrees_above":0.3,"threshold_disagrees_below":-0.3}


date: 2026-06-09
test_id: longer_videos_more_watch_time
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"r_duration_vs_watch_per_view":0.672,"eligible_videos":27,"threshold_agrees_above":0.5,"threshold_disagrees_below":-0.1}


date: 2026-06-10
test_id: search_equals_evergreen
status: inconclusive
inconclusive_reason: near_threshold
confidence: medium
prior_status: inconclusive
evidence_json:
  {"pearson_r":0.248,"eligible_rows":16,"threshold_agrees_above":0.3,"threshold_disagrees_below":-0.3}


date: 2026-06-11
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":16,"60s_median_retention_pct":83.94,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":8.808,"1800s_count":4,"1800s_median_retention_pct":4.623,"3600s+_count":4,"3600s+_median_retention_pct":4.079,"best_bucket_seconds":60,"best_bucket_median_retention_pct":83.94}


date: 2026-06-11
test_id: longer_videos_more_watch_time
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"r_duration_vs_watch_per_view":0.671,"eligible_videos":27,"threshold_agrees_above":0.5,"threshold_disagrees_below":-0.1}


date: 2026-06-13
test_id: day_1_3_testing_window
status: inconclusive
inconclusive_reason: near_threshold
confidence: medium
prior_status: inconclusive
evidence_json:
  {"median_day_0_2_share":0.335,"eligible_videos":9,"threshold_agrees_above":0.6,"threshold_disagrees_below":0.3}


date: 2026-06-13
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":16,"60s_median_retention_pct":83.94,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":8.808,"1800s_count":4,"1800s_median_retention_pct":4.606,"3600s+_count":4,"3600s+_median_retention_pct":4.079,"best_bucket_seconds":60,"best_bucket_median_retention_pct":83.94}


date: 2026-06-13
test_id: comments_outweigh_likes
status: agrees
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":0.345,"beta_likes":0.06,"ratio_comments_over_likes":5.785,"eligible_videos":27,"threshold_agrees_ratio_above":2}


date: 2026-06-13
test_id: videos_peak_day_1_3
status: disagrees
confidence: medium
prior_status: disagrees
evidence_json:
  {"peak_days_0_2_count":0,"peak_days_3_7_count":0,"peak_days_8_plus_count":9,"peak_days_0_2_share":0,"eligible_videos":9,"threshold_agrees_above":0.6,"threshold_disagrees_below":0.3}


date: 2026-06-13
test_id: weekend_uploads_underperform
status: disagrees
confidence: medium
prior_status: inconclusive
evidence_json:
  {"weekend_count":5,"weekday_count":22,"weekend_median_ctr":0,"weekday_median_ctr":0,"weekend_median_avd_sec":68.571,"weekday_median_avd_sec":4.755,"weekend_subs_per_1k":0,"weekday_subs_per_1k":0}


date: 2026-06-13
test_id: algorithm_tests_then_scales
status: disagrees
confidence: medium
prior_status: disagrees
evidence_json:
  {"elbow_share":0,"elbow_count":0,"eligible_videos":9,"threshold_min_slope_change_x":3,"threshold_agrees_above":0.5,"threshold_disagrees_below":0.2}


date: 2026-06-15
test_id: comments_outweigh_likes
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_comments":0.327,"beta_likes":0.066,"ratio_comments_over_likes":4.993,"eligible_videos":27,"threshold_agrees_ratio_above":2}


date: 2026-06-16
test_id: day_1_3_testing_window
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"median_day_0_2_share":0.387,"eligible_videos":10,"threshold_agrees_above":0.6,"threshold_disagrees_below":0.3}


date: 2026-06-16
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":16,"60s_median_retention_pct":83.94,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":8.808,"1800s_count":4,"1800s_median_retention_pct":4.594,"3600s+_count":4,"3600s+_median_retention_pct":4.079,"best_bucket_seconds":60,"best_bucket_median_retention_pct":83.94}


date: 2026-06-16
test_id: comments_outweigh_likes
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_comments":0.271,"beta_likes":0.053,"ratio_comments_over_likes":5.148,"eligible_videos":27,"threshold_agrees_ratio_above":2}


date: 2026-06-16
test_id: videos_peak_day_1_3
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"peak_days_0_2_count":0,"peak_days_3_7_count":0,"peak_days_8_plus_count":10,"peak_days_0_2_share":0,"eligible_videos":10,"threshold_agrees_above":0.6,"threshold_disagrees_below":0.3}


date: 2026-06-16
test_id: algorithm_tests_then_scales
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"elbow_share":0,"elbow_count":0,"eligible_videos":10,"threshold_min_slope_change_x":3,"threshold_agrees_above":0.5,"threshold_disagrees_below":0.2}


date: 2026-06-17
test_id: comments_outweigh_likes
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_comments":0.242,"beta_likes":0.05,"ratio_comments_over_likes":4.814,"eligible_videos":27,"threshold_agrees_ratio_above":2}


date: 2026-06-19
test_id: day_1_3_testing_window
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"median_day_0_2_share":0.385,"eligible_videos":10,"threshold_agrees_above":0.6,"threshold_disagrees_below":0.3}


date: 2026-06-19
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":16,"60s_median_retention_pct":83.94,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":8.718,"1800s_count":4,"1800s_median_retention_pct":4.575,"3600s+_count":4,"3600s+_median_retention_pct":4.079,"best_bucket_seconds":60,"best_bucket_median_retention_pct":83.94}


date: 2026-06-19
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: agrees
evidence_json:
  {"beta_comments":0.13,"beta_likes":0.118,"ratio_comments_over_likes":1.099,"eligible_videos":27,"threshold_agrees_ratio_above":2}


date: 2026-06-20
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":0.068,"beta_likes":0.062,"ratio_comments_over_likes":1.11,"eligible_videos":27,"threshold_agrees_ratio_above":2}


date: 2026-06-21
test_id: day_1_3_testing_window
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"median_day_0_2_share":0.385,"eligible_videos":11,"threshold_agrees_above":0.6,"threshold_disagrees_below":0.3}


date: 2026-06-21
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":16,"60s_median_retention_pct":83.94,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":8.658,"1800s_count":4,"1800s_median_retention_pct":4.575,"3600s+_count":4,"3600s+_median_retention_pct":4.079,"best_bucket_seconds":60,"best_bucket_median_retention_pct":83.94}


date: 2026-06-21
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":0.009,"beta_likes":0.006,"ratio_comments_over_likes":1.587,"eligible_videos":27,"threshold_agrees_ratio_above":2}


date: 2026-06-21
test_id: videos_peak_day_1_3
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"peak_days_0_2_count":0,"peak_days_3_7_count":0,"peak_days_8_plus_count":11,"peak_days_0_2_share":0,"eligible_videos":11,"threshold_agrees_above":0.6,"threshold_disagrees_below":0.3}


date: 2026-06-21
test_id: algorithm_tests_then_scales
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"elbow_share":0,"elbow_count":0,"eligible_videos":11,"threshold_min_slope_change_x":3,"threshold_agrees_above":0.5,"threshold_disagrees_below":0.2}


date: 2026-06-22
test_id: day_1_3_testing_window
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"median_day_0_2_share":0.385,"eligible_videos":15,"threshold_agrees_above":0.6,"threshold_disagrees_below":0.3}


date: 2026-06-22
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":16,"60s_median_retention_pct":83.94,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":8.63,"1800s_count":4,"1800s_median_retention_pct":4.575,"3600s+_count":4,"3600s+_median_retention_pct":4.079,"best_bucket_seconds":60,"best_bucket_median_retention_pct":83.94}


date: 2026-06-22
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":-0.016,"beta_likes":-0.023,"ratio_comments_over_likes":0.716,"eligible_videos":27,"threshold_agrees_ratio_above":2}


date: 2026-06-22
test_id: videos_peak_day_1_3
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"peak_days_0_2_count":0,"peak_days_3_7_count":0,"peak_days_8_plus_count":15,"peak_days_0_2_share":0,"eligible_videos":15,"threshold_agrees_above":0.6,"threshold_disagrees_below":0.3}


date: 2026-06-22
test_id: algorithm_tests_then_scales
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"elbow_share":0,"elbow_count":0,"eligible_videos":15,"threshold_min_slope_change_x":3,"threshold_agrees_above":0.5,"threshold_disagrees_below":0.2}


date: 2026-06-23
test_id: day_1_3_testing_window
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"median_day_0_2_share":0.335,"eligible_videos":17,"threshold_agrees_above":0.6,"threshold_disagrees_below":0.3}


date: 2026-06-23
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":16,"60s_median_retention_pct":83.94,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":8.657,"1800s_count":4,"1800s_median_retention_pct":4.557,"3600s+_count":4,"3600s+_median_retention_pct":4.079,"best_bucket_seconds":60,"best_bucket_median_retention_pct":83.94}


date: 2026-06-23
test_id: comments_outweigh_likes
status: agrees
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":-0.029,"beta_likes":-0.007,"ratio_comments_over_likes":4.216,"eligible_videos":27,"threshold_agrees_ratio_above":2}


date: 2026-06-23
test_id: videos_peak_day_1_3
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"peak_days_0_2_count":0,"peak_days_3_7_count":0,"peak_days_8_plus_count":17,"peak_days_0_2_share":0,"eligible_videos":17,"threshold_agrees_above":0.6,"threshold_disagrees_below":0.3}


date: 2026-06-23
test_id: comment_rate_truest_signal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"r_likes_vs_subs":0.963,"r_comments_vs_subs":-0.049,"r_shares_vs_subs":null,"leader_metric":"likes","leader_abs_r":0.963,"threshold_agrees_above":0.3}


date: 2026-06-23
test_id: algorithm_tests_then_scales
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"elbow_share":0,"elbow_count":0,"eligible_videos":17,"threshold_min_slope_change_x":3,"threshold_agrees_above":0.5,"threshold_disagrees_below":0.2}


date: 2026-06-24
test_id: day_1_3_testing_window
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"median_day_0_2_share":0.383,"eligible_videos":20,"threshold_agrees_above":0.6,"threshold_disagrees_below":0.3}


date: 2026-06-24
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":16,"60s_median_retention_pct":83.94,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":8.623,"1800s_count":4,"1800s_median_retention_pct":4.557,"3600s+_count":4,"3600s+_median_retention_pct":4.079,"best_bucket_seconds":60,"best_bucket_median_retention_pct":83.94}


date: 2026-06-24
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: agrees
evidence_json:
  {"beta_comments":-0.035,"beta_likes":-0.019,"ratio_comments_over_likes":1.874,"eligible_videos":27,"threshold_agrees_ratio_above":2}


date: 2026-06-24
test_id: videos_peak_day_1_3
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"peak_days_0_2_count":0,"peak_days_3_7_count":0,"peak_days_8_plus_count":20,"peak_days_0_2_share":0,"eligible_videos":20,"threshold_agrees_above":0.6,"threshold_disagrees_below":0.3}


date: 2026-06-24
test_id: algorithm_tests_then_scales
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"elbow_share":0,"elbow_count":0,"eligible_videos":20,"threshold_min_slope_change_x":3,"threshold_agrees_above":0.5,"threshold_disagrees_below":0.2}


date: 2026-06-25
test_id: day_1_3_testing_window
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"median_day_0_2_share":0.383,"eligible_videos":21,"threshold_agrees_above":0.6,"threshold_disagrees_below":0.3}


date: 2026-06-25
test_id: ctr_matters_more_than_retention
status: disagrees
confidence: medium
prior_status: inconclusive
evidence_json:
  {"beta_ctr":0.099,"beta_retention":0.325,"ratio_ctr_over_retention":0.306,"eligible_videos":15,"threshold_agrees_ratio_above":1.5}


date: 2026-06-25
test_id: retention_matters_more_than_ctr
status: agrees
confidence: medium
prior_status: inconclusive
evidence_json:
  {"beta_ctr":0.099,"beta_retention":0.325,"ratio_retention_over_ctr":3.273,"eligible_videos":15,"threshold_agrees_ratio_above":1.5}


date: 2026-06-25
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":16,"60s_median_retention_pct":83.94,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":8.598,"1800s_count":4,"1800s_median_retention_pct":4.557,"3600s+_count":4,"3600s+_median_retention_pct":4.079,"best_bucket_seconds":60,"best_bucket_median_retention_pct":83.94}


date: 2026-06-25
test_id: comments_outweigh_likes
status: agrees
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":-0.038,"beta_likes":-0.007,"ratio_comments_over_likes":5.71,"eligible_videos":27,"threshold_agrees_ratio_above":2}


date: 2026-06-25
test_id: videos_peak_day_1_3
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"peak_days_0_2_count":0,"peak_days_3_7_count":0,"peak_days_8_plus_count":21,"peak_days_0_2_share":0,"eligible_videos":21,"threshold_agrees_above":0.6,"threshold_disagrees_below":0.3}


date: 2026-06-25
test_id: algorithm_tests_then_scales
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"elbow_share":0,"elbow_count":0,"eligible_videos":21,"threshold_min_slope_change_x":3,"threshold_agrees_above":0.5,"threshold_disagrees_below":0.2}


date: 2026-06-26
test_id: day_1_3_testing_window
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"median_day_0_2_share":0.462,"eligible_videos":23,"threshold_agrees_above":0.6,"threshold_disagrees_below":0.3}


date: 2026-06-26
test_id: ctr_matters_more_than_retention
status: disagrees
confidence: medium
prior_status: disagrees
evidence_json:
  {"beta_ctr":0.1,"beta_retention":0.325,"ratio_ctr_over_retention":0.31,"eligible_videos":15,"threshold_agrees_ratio_above":1.5}


date: 2026-06-26
test_id: retention_matters_more_than_ctr
status: agrees
confidence: medium
prior_status: agrees
evidence_json:
  {"beta_ctr":0.1,"beta_retention":0.325,"ratio_retention_over_ctr":3.23,"eligible_videos":15,"threshold_agrees_ratio_above":1.5}


date: 2026-06-26
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":16,"60s_median_retention_pct":83.94,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":8.639,"1800s_count":4,"1800s_median_retention_pct":4.557,"3600s+_count":4,"3600s+_median_retention_pct":4.079,"best_bucket_seconds":60,"best_bucket_median_retention_pct":83.94}


date: 2026-06-26
test_id: comments_outweigh_likes
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_comments":-0.04,"beta_likes":0.005,"ratio_comments_over_likes":8.025,"eligible_videos":27,"threshold_agrees_ratio_above":2}


date: 2026-06-26
test_id: videos_peak_day_1_3
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"peak_days_0_2_count":0,"peak_days_3_7_count":0,"peak_days_8_plus_count":23,"peak_days_0_2_share":0,"eligible_videos":23,"threshold_agrees_above":0.6,"threshold_disagrees_below":0.3}


date: 2026-06-26
test_id: algorithm_tests_then_scales
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"elbow_share":0,"elbow_count":0,"eligible_videos":23,"threshold_min_slope_change_x":3,"threshold_agrees_above":0.5,"threshold_disagrees_below":0.2}


date: 2026-06-27
test_id: ctr_matters_more_than_retention
status: disagrees
confidence: medium
prior_status: disagrees
evidence_json:
  {"beta_ctr":0.096,"beta_retention":0.324,"ratio_ctr_over_retention":0.295,"eligible_videos":15,"threshold_agrees_ratio_above":1.5}


date: 2026-06-27
test_id: retention_matters_more_than_ctr
status: agrees
confidence: medium
prior_status: agrees
evidence_json:
  {"beta_ctr":0.096,"beta_retention":0.324,"ratio_retention_over_ctr":3.385,"eligible_videos":15,"threshold_agrees_ratio_above":1.5}


date: 2026-06-27
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":16,"60s_median_retention_pct":83.94,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":8.618,"1800s_count":4,"1800s_median_retention_pct":4.557,"3600s+_count":4,"3600s+_median_retention_pct":4.079,"best_bucket_seconds":60,"best_bucket_median_retention_pct":83.94}


date: 2026-06-27
test_id: comments_outweigh_likes
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_comments":-0.043,"beta_likes":-0.013,"ratio_comments_over_likes":3.391,"eligible_videos":27,"threshold_agrees_ratio_above":2}


date: 2026-06-28
test_id: day_1_3_testing_window
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"median_day_0_2_share":0.429,"eligible_videos":24,"threshold_agrees_above":0.6,"threshold_disagrees_below":0.3}


date: 2026-06-28
test_id: ctr_matters_more_than_retention
status: disagrees
confidence: medium
prior_status: disagrees
evidence_json:
  {"beta_ctr":0.069,"beta_retention":0.336,"ratio_ctr_over_retention":0.204,"eligible_videos":15,"threshold_agrees_ratio_above":1.5}


date: 2026-06-28
test_id: retention_matters_more_than_ctr
status: agrees
confidence: medium
prior_status: agrees
evidence_json:
  {"beta_ctr":0.069,"beta_retention":0.336,"ratio_retention_over_ctr":4.906,"eligible_videos":15,"threshold_agrees_ratio_above":1.5}


date: 2026-06-28
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":16,"60s_median_retention_pct":83.94,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":8.584,"1800s_count":4,"1800s_median_retention_pct":4.557,"3600s+_count":4,"3600s+_median_retention_pct":4.079,"best_bucket_seconds":60,"best_bucket_median_retention_pct":83.94}


date: 2026-06-28
test_id: comments_outweigh_likes
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_comments":-0.043,"beta_likes":-0.007,"ratio_comments_over_likes":6.466,"eligible_videos":27,"threshold_agrees_ratio_above":2}


date: 2026-06-28
test_id: videos_peak_day_1_3
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"peak_days_0_2_count":0,"peak_days_3_7_count":0,"peak_days_8_plus_count":24,"peak_days_0_2_share":0,"eligible_videos":24,"threshold_agrees_above":0.6,"threshold_disagrees_below":0.3}


date: 2026-06-28
test_id: longer_videos_more_watch_time
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"r_duration_vs_watch_per_view":0.669,"eligible_videos":27,"threshold_agrees_above":0.5,"threshold_disagrees_below":-0.1}


date: 2026-06-28
test_id: comment_rate_truest_signal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"r_likes_vs_subs":0.957,"r_comments_vs_subs":-0.05,"r_shares_vs_subs":null,"leader_metric":"likes","leader_abs_r":0.957,"threshold_agrees_above":0.3}


date: 2026-06-28
test_id: algorithm_tests_then_scales
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"elbow_share":0,"elbow_count":0,"eligible_videos":24,"threshold_min_slope_change_x":3,"threshold_agrees_above":0.5,"threshold_disagrees_below":0.2}


date: 2026-06-29
test_id: day_1_3_testing_window
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"median_day_0_2_share":0.383,"eligible_videos":25,"threshold_agrees_above":0.6,"threshold_disagrees_below":0.3}


date: 2026-06-29
test_id: ctr_matters_more_than_retention
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"beta_ctr":-0.032,"beta_retention":0.351,"ratio_ctr_over_retention":0.091,"eligible_videos":27,"threshold_agrees_ratio_above":1.5}


date: 2026-06-29
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":-0.032,"beta_retention":0.351,"ratio_retention_over_ctr":11.036,"eligible_videos":27,"threshold_agrees_ratio_above":1.5}


date: 2026-06-29
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":16,"60s_median_retention_pct":83.94,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":8.55,"1800s_count":4,"1800s_median_retention_pct":4.557,"3600s+_count":4,"3600s+_median_retention_pct":4.079,"best_bucket_seconds":60,"best_bucket_median_retention_pct":83.94}


date: 2026-06-29
test_id: comments_outweigh_likes
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_comments":-0.028,"beta_likes":-0.002,"ratio_comments_over_likes":12.499,"eligible_videos":27,"threshold_agrees_ratio_above":2}


date: 2026-06-29
test_id: videos_peak_day_1_3
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"peak_days_0_2_count":0,"peak_days_3_7_count":0,"peak_days_8_plus_count":25,"peak_days_0_2_share":0,"eligible_videos":25,"threshold_agrees_above":0.6,"threshold_disagrees_below":0.3}


date: 2026-06-29
test_id: comment_rate_truest_signal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"r_likes_vs_subs":0.957,"r_comments_vs_subs":-0.049,"r_shares_vs_subs":null,"leader_metric":"likes","leader_abs_r":0.957,"threshold_agrees_above":0.3}


date: 2026-06-29
test_id: algorithm_tests_then_scales
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"elbow_share":0,"elbow_count":0,"eligible_videos":25,"threshold_min_slope_change_x":3,"threshold_agrees_above":0.5,"threshold_disagrees_below":0.2}


date: 2026-06-30
test_id: day_1_3_testing_window
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"median_day_0_2_share":0.429,"eligible_videos":27,"threshold_agrees_above":0.6,"threshold_disagrees_below":0.3}


date: 2026-06-30
test_id: ctr_matters_more_than_retention
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"beta_ctr":-0.032,"beta_retention":0.351,"ratio_ctr_over_retention":0.09,"eligible_videos":27,"threshold_agrees_ratio_above":1.5}


date: 2026-06-30
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":-0.032,"beta_retention":0.351,"ratio_retention_over_ctr":11.054,"eligible_videos":27,"threshold_agrees_ratio_above":1.5}


date: 2026-06-30
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":16,"60s_median_retention_pct":83.94,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":8.438,"1800s_count":4,"1800s_median_retention_pct":4.557,"3600s+_count":4,"3600s+_median_retention_pct":4.079,"best_bucket_seconds":60,"best_bucket_median_retention_pct":83.94}


date: 2026-06-30
test_id: comments_outweigh_likes
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_comments":-0.031,"beta_likes":-0.011,"ratio_comments_over_likes":2.764,"eligible_videos":27,"threshold_agrees_ratio_above":2}


date: 2026-06-30
test_id: videos_peak_day_1_3
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"peak_days_0_2_count":0,"peak_days_3_7_count":0,"peak_days_8_plus_count":27,"peak_days_0_2_share":0,"eligible_videos":27,"threshold_agrees_above":0.6,"threshold_disagrees_below":0.3}


date: 2026-06-30
test_id: longer_videos_more_watch_time
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"r_duration_vs_watch_per_view":0.67,"eligible_videos":27,"threshold_agrees_above":0.5,"threshold_disagrees_below":-0.1}


date: 2026-06-30
test_id: algorithm_tests_then_scales
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"elbow_share":0,"elbow_count":0,"eligible_videos":27,"threshold_min_slope_change_x":3,"threshold_agrees_above":0.5,"threshold_disagrees_below":0.2}


date: 2026-07-01
test_id: ctr_matters_more_than_retention
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"beta_ctr":-0.033,"beta_retention":0.35,"ratio_ctr_over_retention":0.095,"eligible_videos":27,"threshold_agrees_ratio_above":1.5}


date: 2026-07-01
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":-0.033,"beta_retention":0.35,"ratio_retention_over_ctr":10.575,"eligible_videos":27,"threshold_agrees_ratio_above":1.5}


date: 2026-07-01
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":16,"60s_median_retention_pct":83.94,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":8.303,"1800s_count":4,"1800s_median_retention_pct":4.557,"3600s+_count":4,"3600s+_median_retention_pct":4.079,"best_bucket_seconds":60,"best_bucket_median_retention_pct":83.94}


date: 2026-07-01
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: agrees
evidence_json:
  {"beta_comments":-0.034,"beta_likes":-0.019,"ratio_comments_over_likes":1.773,"eligible_videos":27,"threshold_agrees_ratio_above":2}


date: 2026-07-02
test_id: ctr_matters_more_than_retention
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"beta_ctr":-0.002,"beta_retention":0.354,"ratio_ctr_over_retention":0.005,"eligible_videos":27,"threshold_agrees_ratio_above":1.5}


date: 2026-07-02
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":-0.002,"beta_retention":0.354,"ratio_retention_over_ctr":204.396,"eligible_videos":27,"threshold_agrees_ratio_above":1.5}


date: 2026-07-02
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":16,"60s_median_retention_pct":83.94,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":8.028,"1800s_count":4,"1800s_median_retention_pct":4.557,"3600s+_count":4,"3600s+_median_retention_pct":4.079,"best_bucket_seconds":60,"best_bucket_median_retention_pct":83.94}


date: 2026-07-02
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":-0.038,"beta_likes":-0.027,"ratio_comments_over_likes":1.396,"eligible_videos":27,"threshold_agrees_ratio_above":2}


date: 2026-07-02
test_id: weekend_uploads_underperform
status: disagrees
confidence: medium
prior_status: disagrees
evidence_json:
  {"weekend_count":5,"weekday_count":22,"weekend_median_ctr":0,"weekday_median_ctr":0,"weekend_median_avd_sec":67.658,"weekday_median_avd_sec":4.755,"weekend_subs_per_1k":0,"weekday_subs_per_1k":0}


date: 2026-07-03
test_id: ctr_matters_more_than_retention
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"beta_ctr":-0.002,"beta_retention":0.354,"ratio_ctr_over_retention":0.007,"eligible_videos":27,"threshold_agrees_ratio_above":1.5}


date: 2026-07-03
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":-0.002,"beta_retention":0.354,"ratio_retention_over_ctr":151.81,"eligible_videos":27,"threshold_agrees_ratio_above":1.5}


date: 2026-07-03
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":16,"60s_median_retention_pct":83.94,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":7.961,"1800s_count":4,"1800s_median_retention_pct":4.557,"3600s+_count":4,"3600s+_median_retention_pct":4.079,"best_bucket_seconds":60,"best_bucket_median_retention_pct":83.94}


date: 2026-07-03
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":-0.039,"beta_likes":-0.031,"ratio_comments_over_likes":1.258,"eligible_videos":27,"threshold_agrees_ratio_above":2}


date: 2026-07-04
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":-0.002,"beta_retention":0.354,"ratio_retention_over_ctr":148.543,"eligible_videos":27,"threshold_agrees_ratio_above":1.5}


date: 2026-07-04
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":16,"60s_median_retention_pct":83.94,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":7.894,"1800s_count":4,"1800s_median_retention_pct":4.557,"3600s+_count":4,"3600s+_median_retention_pct":4.079,"best_bucket_seconds":60,"best_bucket_median_retention_pct":83.94}


date: 2026-07-04
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":-0.04,"beta_likes":-0.035,"ratio_comments_over_likes":1.155,"eligible_videos":27,"threshold_agrees_ratio_above":2}


date: 2026-07-05
test_id: ctr_matters_more_than_retention
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"beta_ctr":-0.014,"beta_retention":0.351,"ratio_ctr_over_retention":0.039,"eligible_videos":27,"threshold_agrees_ratio_above":1.5}


date: 2026-07-05
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":-0.014,"beta_retention":0.351,"ratio_retention_over_ctr":25.676,"eligible_videos":27,"threshold_agrees_ratio_above":1.5}


date: 2026-07-05
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":-0.041,"beta_likes":-0.038,"ratio_comments_over_likes":1.087,"eligible_videos":27,"threshold_agrees_ratio_above":2}


date: 2026-07-06
test_id: ctr_matters_more_than_retention
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"beta_ctr":0.005,"beta_retention":0.356,"ratio_ctr_over_retention":0.014,"eligible_videos":27,"threshold_agrees_ratio_above":1.5}


date: 2026-07-06
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":0.005,"beta_retention":0.356,"ratio_retention_over_ctr":72.553,"eligible_videos":27,"threshold_agrees_ratio_above":1.5}


date: 2026-07-06
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":16,"60s_median_retention_pct":83.94,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":8.086,"1800s_count":4,"1800s_median_retention_pct":4.557,"3600s+_count":4,"3600s+_median_retention_pct":4.079,"best_bucket_seconds":60,"best_bucket_median_retention_pct":83.94}


date: 2026-07-06
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":-0.043,"beta_likes":-0.042,"ratio_comments_over_likes":1.036,"eligible_videos":27,"threshold_agrees_ratio_above":2}


date: 2026-07-07
test_id: ctr_matters_more_than_retention
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"beta_ctr":0.003,"beta_retention":0.355,"ratio_ctr_over_retention":0.008,"eligible_videos":27,"threshold_agrees_ratio_above":1.5}


date: 2026-07-07
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":0.003,"beta_retention":0.355,"ratio_retention_over_ctr":120.658,"eligible_videos":27,"threshold_agrees_ratio_above":1.5}


date: 2026-07-07
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":16,"60s_median_retention_pct":83.94,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":8.075,"1800s_count":4,"1800s_median_retention_pct":4.557,"3600s+_count":4,"3600s+_median_retention_pct":4.079,"best_bucket_seconds":60,"best_bucket_median_retention_pct":83.94}


date: 2026-07-07
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":-0.044,"beta_likes":-0.045,"ratio_comments_over_likes":0.979,"eligible_videos":27,"threshold_agrees_ratio_above":2}


date: 2026-07-08
test_id: day_1_3_testing_window
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"median_day_0_2_share":0.4,"eligible_videos":27,"threshold_agrees_above":0.6,"threshold_disagrees_below":0.3}


date: 2026-07-08
test_id: ctr_matters_more_than_retention
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"beta_ctr":0.004,"beta_retention":0.357,"ratio_ctr_over_retention":0.011,"eligible_videos":27,"threshold_agrees_ratio_above":1.5}


date: 2026-07-08
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":0.004,"beta_retention":0.357,"ratio_retention_over_ctr":90.882,"eligible_videos":27,"threshold_agrees_ratio_above":1.5}


date: 2026-07-08
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":16,"60s_median_retention_pct":83.94,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":8.014,"1800s_count":4,"1800s_median_retention_pct":4.619,"3600s+_count":4,"3600s+_median_retention_pct":4.079,"best_bucket_seconds":60,"best_bucket_median_retention_pct":83.94}


date: 2026-07-08
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":-0.042,"beta_likes":-0.048,"ratio_comments_over_likes":0.887,"eligible_videos":27,"threshold_agrees_ratio_above":2}


date: 2026-07-09
test_id: ctr_matters_more_than_retention
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"beta_ctr":0.003,"beta_retention":0.357,"ratio_ctr_over_retention":0.009,"eligible_videos":27,"threshold_agrees_ratio_above":1.5}


date: 2026-07-09
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":0.003,"beta_retention":0.357,"ratio_retention_over_ctr":115.174,"eligible_videos":27,"threshold_agrees_ratio_above":1.5}


date: 2026-07-09
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":16,"60s_median_retention_pct":83.94,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":7.946,"1800s_count":4,"1800s_median_retention_pct":4.619,"3600s+_count":4,"3600s+_median_retention_pct":4.079,"best_bucket_seconds":60,"best_bucket_median_retention_pct":83.94}


date: 2026-07-09
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":-0.041,"beta_likes":-0.046,"ratio_comments_over_likes":0.899,"eligible_videos":27,"threshold_agrees_ratio_above":2}


date: 2026-07-10
test_id: first_24_48h_determines_fate
status: agrees
confidence: high
prior_status: inconclusive
evidence_json:
  {"r_day1_views_vs_total":0.966,"r_day1_ctr_vs_lifetime_ctr":null,"eligible_videos":17,"threshold_agrees_above":0.7,"threshold_disagrees_below":0.3}


date: 2026-07-10
test_id: ctr_matters_more_than_retention
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"beta_ctr":0.02,"beta_retention":0.364,"ratio_ctr_over_retention":0.054,"eligible_videos":27,"threshold_agrees_ratio_above":1.5}


date: 2026-07-10
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":0.02,"beta_retention":0.364,"ratio_retention_over_ctr":18.367,"eligible_videos":27,"threshold_agrees_ratio_above":1.5}


date: 2026-07-10
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":16,"60s_median_retention_pct":83.94,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":7.894,"1800s_count":4,"1800s_median_retention_pct":4.619,"3600s+_count":4,"3600s+_median_retention_pct":4.079,"best_bucket_seconds":60,"best_bucket_median_retention_pct":83.94}


date: 2026-07-10
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":-0.042,"beta_likes":-0.047,"ratio_comments_over_likes":0.892,"eligible_videos":27,"threshold_agrees_ratio_above":2}


date: 2026-07-10
test_id: weekend_uploads_underperform
status: disagrees
confidence: medium
prior_status: disagrees
evidence_json:
  {"weekend_count":5,"weekday_count":22,"weekend_median_ctr":0.077,"weekday_median_ctr":0,"weekend_median_avd_sec":67.658,"weekday_median_avd_sec":4.755,"weekend_subs_per_1k":0,"weekday_subs_per_1k":0}


date: 2026-07-11
test_id: first_24_48h_determines_fate
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"r_day1_views_vs_total":0.966,"r_day1_ctr_vs_lifetime_ctr":null,"eligible_videos":18,"threshold_agrees_above":0.7,"threshold_disagrees_below":0.3}


date: 2026-07-11
test_id: ctr_matters_more_than_retention
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"beta_ctr":0.008,"beta_retention":0.365,"ratio_ctr_over_retention":0.022,"eligible_videos":27,"threshold_agrees_ratio_above":1.5}


date: 2026-07-11
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":0.008,"beta_retention":0.365,"ratio_retention_over_ctr":45.268,"eligible_videos":27,"threshold_agrees_ratio_above":1.5}


date: 2026-07-11
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":16,"60s_median_retention_pct":82.454,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":7.894,"1800s_count":4,"1800s_median_retention_pct":4.619,"3600s+_count":4,"3600s+_median_retention_pct":4.079,"best_bucket_seconds":60,"best_bucket_median_retention_pct":82.454}


date: 2026-07-11
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":-0.041,"beta_likes":-0.051,"ratio_comments_over_likes":0.799,"eligible_videos":27,"threshold_agrees_ratio_above":2}


date: 2026-07-11
test_id: weekend_uploads_underperform
status: disagrees
confidence: medium
prior_status: disagrees
evidence_json:
  {"weekend_count":5,"weekday_count":22,"weekend_median_ctr":0.072,"weekday_median_ctr":0,"weekend_median_avd_sec":67.658,"weekday_median_avd_sec":4.755,"weekend_subs_per_1k":0,"weekday_subs_per_1k":0}


date: 2026-07-11
test_id: comment_rate_truest_signal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"r_likes_vs_subs":0.958,"r_comments_vs_subs":-0.049,"r_shares_vs_subs":null,"leader_metric":"likes","leader_abs_r":0.958,"threshold_agrees_above":0.3}


date: 2026-07-12
test_id: first_24_48h_determines_fate
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"r_day1_views_vs_total":0.966,"r_day1_ctr_vs_lifetime_ctr":null,"eligible_videos":20,"threshold_agrees_above":0.7,"threshold_disagrees_below":0.3}


date: 2026-07-12
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":0.008,"beta_retention":0.365,"ratio_retention_over_ctr":45.038,"eligible_videos":27,"threshold_agrees_ratio_above":1.5}


date: 2026-07-12
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":-0.041,"beta_likes":-0.052,"ratio_comments_over_likes":0.793,"eligible_videos":27,"threshold_agrees_ratio_above":2}


date: 2026-07-13
test_id: ctr_matters_more_than_retention
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"beta_ctr":0.004,"beta_retention":0.364,"ratio_ctr_over_retention":0.012,"eligible_videos":27,"threshold_agrees_ratio_above":1.5}


date: 2026-07-13
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":0.004,"beta_retention":0.364,"ratio_retention_over_ctr":83.938,"eligible_videos":27,"threshold_agrees_ratio_above":1.5}


date: 2026-07-13
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":-0.042,"beta_likes":-0.055,"ratio_comments_over_likes":0.776,"eligible_videos":27,"threshold_agrees_ratio_above":2}


date: 2026-07-13
test_id: weekend_uploads_underperform
status: disagrees
confidence: medium
prior_status: disagrees
evidence_json:
  {"weekend_count":5,"weekday_count":22,"weekend_median_ctr":0.071,"weekday_median_ctr":0,"weekend_median_avd_sec":67.658,"weekday_median_avd_sec":4.755,"weekend_subs_per_1k":0,"weekday_subs_per_1k":0}


date: 2026-07-14
test_id: first_24_48h_determines_fate
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"r_day1_views_vs_total":0.966,"r_day1_ctr_vs_lifetime_ctr":null,"eligible_videos":21,"threshold_agrees_above":0.7,"threshold_disagrees_below":0.3}


date: 2026-07-14
test_id: ctr_matters_more_than_retention
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"beta_ctr":0.006,"beta_retention":0.368,"ratio_ctr_over_retention":0.017,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-07-14
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":0.006,"beta_retention":0.368,"ratio_retention_over_ctr":58.078,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-07-14
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":16,"60s_median_retention_pct":82.454,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":7.894,"1800s_count":4,"1800s_median_retention_pct":4.619,"3600s+_count":5,"3600s+_median_retention_pct":3.566,"best_bucket_seconds":60,"best_bucket_median_retention_pct":82.454}


date: 2026-07-14
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":-0.041,"beta_likes":-0.056,"ratio_comments_over_likes":0.722,"eligible_videos":27,"threshold_agrees_ratio_above":2}


date: 2026-07-14
test_id: shorter_videos_more_views
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"r_duration_vs_total_views":-0.207,"eligible_videos":28,"threshold_agrees_below":-0.3,"threshold_disagrees_above":0.3}


date: 2026-07-14
test_id: weekend_uploads_underperform
status: disagrees
confidence: medium
prior_status: disagrees
evidence_json:
  {"weekend_count":5,"weekday_count":23,"weekend_median_ctr":0.073,"weekday_median_ctr":0,"weekend_median_avd_sec":67.658,"weekday_median_avd_sec":4.755,"weekend_subs_per_1k":0,"weekday_subs_per_1k":0}


date: 2026-07-14
test_id: comment_rate_truest_signal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"r_likes_vs_subs":0.958,"r_comments_vs_subs":-0.046,"r_shares_vs_subs":null,"leader_metric":"likes","leader_abs_r":0.958,"threshold_agrees_above":0.3}


date: 2026-07-14
test_id: sub_growth_breakouts
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"gini_subs_gained":0.804,"total_subs_gained":12,"eligible_videos":28,"threshold_agrees_above":0.7,"threshold_disagrees_below":0.3}


date: 2026-07-15
test_id: ctr_matters_more_than_retention
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"beta_ctr":0.006,"beta_retention":0.368,"ratio_ctr_over_retention":0.016,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-07-15
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":0.006,"beta_retention":0.368,"ratio_retention_over_ctr":60.649,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-07-15
test_id: avp_50_keeps_pushing
status: inconclusive
inconclusive_reason: thin_sample
confidence: low
prior_status: inconclusive
evidence_json:
  {"low_count":0,"mid_count":0,"high_count":1,"low_median":null,"mid_median":null,"high_median":0,"threshold_high_above":0.7,"threshold_low_below":0.4}


date: 2026-07-15
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":-0.041,"beta_likes":-0.058,"ratio_comments_over_likes":0.717,"eligible_videos":27,"threshold_agrees_ratio_above":2}


date: 2026-07-15
test_id: longer_videos_more_watch_time
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"r_duration_vs_watch_per_view":0.626,"eligible_videos":28,"threshold_agrees_above":0.5,"threshold_disagrees_below":-0.1}


date: 2026-07-15
test_id: weekend_uploads_underperform
status: disagrees
confidence: medium
prior_status: disagrees
evidence_json:
  {"weekend_count":5,"weekday_count":23,"weekend_median_ctr":0.071,"weekday_median_ctr":0,"weekend_median_avd_sec":67.658,"weekday_median_avd_sec":4.755,"weekend_subs_per_1k":0,"weekday_subs_per_1k":0}


date: 2026-07-16
test_id: ctr_matters_more_than_retention
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"beta_ctr":0.01,"beta_retention":0.369,"ratio_ctr_over_retention":0.027,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-07-16
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":0.01,"beta_retention":0.369,"ratio_retention_over_ctr":36.476,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-07-16
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":16,"60s_median_retention_pct":82.454,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":7.752,"1800s_count":4,"1800s_median_retention_pct":4.619,"3600s+_count":5,"3600s+_median_retention_pct":3.566,"best_bucket_seconds":60,"best_bucket_median_retention_pct":82.454}


date: 2026-07-16
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":-0.042,"beta_likes":-0.059,"ratio_comments_over_likes":0.715,"eligible_videos":27,"threshold_agrees_ratio_above":2}


date: 2026-07-16
test_id: longer_videos_more_watch_time
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"r_duration_vs_watch_per_view":0.627,"eligible_videos":28,"threshold_agrees_above":0.5,"threshold_disagrees_below":-0.1}


date: 2026-07-16
test_id: weekend_uploads_underperform
status: disagrees
confidence: medium
prior_status: disagrees
evidence_json:
  {"weekend_count":5,"weekday_count":23,"weekend_median_ctr":0.073,"weekday_median_ctr":0,"weekend_median_avd_sec":66.448,"weekday_median_avd_sec":4.755,"weekend_subs_per_1k":0,"weekday_subs_per_1k":0}


date: 2026-07-17
test_id: ctr_matters_more_than_retention
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"beta_ctr":0.011,"beta_retention":0.369,"ratio_ctr_over_retention":0.031,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-07-17
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":0.011,"beta_retention":0.369,"ratio_retention_over_ctr":32.744,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-07-17
test_id: comments_outweigh_likes
status: agrees
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":-0.04,"beta_likes":-0.016,"ratio_comments_over_likes":2.433,"eligible_videos":27,"threshold_agrees_ratio_above":2}


date: 2026-07-17
test_id: weekend_uploads_underperform
status: disagrees
confidence: medium
prior_status: disagrees
evidence_json:
  {"weekend_count":5,"weekday_count":23,"weekend_median_ctr":0.072,"weekday_median_ctr":0,"weekend_median_avd_sec":66.448,"weekday_median_avd_sec":4.755,"weekend_subs_per_1k":0,"weekday_subs_per_1k":0}


date: 2026-07-17
test_id: comment_rate_truest_signal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"r_likes_vs_subs":0.96,"r_comments_vs_subs":-0.046,"r_shares_vs_subs":null,"leader_metric":"likes","leader_abs_r":0.96,"threshold_agrees_above":0.3}


date: 2026-07-18
test_id: ctr_matters_more_than_retention
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"beta_ctr":0.011,"beta_retention":0.369,"ratio_ctr_over_retention":0.029,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-07-18
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":0.011,"beta_retention":0.369,"ratio_retention_over_ctr":34.341,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-07-18
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":16,"60s_median_retention_pct":82.454,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":7.945,"1800s_count":4,"1800s_median_retention_pct":4.619,"3600s+_count":5,"3600s+_median_retention_pct":3.566,"best_bucket_seconds":60,"best_bucket_median_retention_pct":82.454}


date: 2026-07-18
test_id: comments_outweigh_likes
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_comments":-0.04,"beta_likes":-0.018,"ratio_comments_over_likes":2.223,"eligible_videos":27,"threshold_agrees_ratio_above":2}


date: 2026-07-19
test_id: ctr_matters_more_than_retention
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"beta_ctr":0.01,"beta_retention":0.368,"ratio_ctr_over_retention":0.027,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-07-19
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":0.01,"beta_retention":0.368,"ratio_retention_over_ctr":37.591,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-07-19
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":16,"60s_median_retention_pct":82.454,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":7.888,"1800s_count":4,"1800s_median_retention_pct":4.619,"3600s+_count":5,"3600s+_median_retention_pct":3.566,"best_bucket_seconds":60,"best_bucket_median_retention_pct":82.454}


date: 2026-07-19
test_id: comments_outweigh_likes
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_comments":-0.041,"beta_likes":-0.019,"ratio_comments_over_likes":2.117,"eligible_videos":27,"threshold_agrees_ratio_above":2}


date: 2026-07-19
test_id: weekend_uploads_underperform
status: disagrees
confidence: medium
prior_status: disagrees
evidence_json:
  {"weekend_count":5,"weekday_count":23,"weekend_median_ctr":0.07,"weekday_median_ctr":0,"weekend_median_avd_sec":66.448,"weekday_median_avd_sec":4.755,"weekend_subs_per_1k":0,"weekday_subs_per_1k":0}


date: 2026-07-20
test_id: ctr_matters_more_than_retention
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"beta_ctr":0.009,"beta_retention":0.368,"ratio_ctr_over_retention":0.025,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-07-20
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":0.009,"beta_retention":0.368,"ratio_retention_over_ctr":39.794,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-07-20
test_id: comments_outweigh_likes
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_comments":-0.041,"beta_likes":-0.019,"ratio_comments_over_likes":2.168,"eligible_videos":27,"threshold_agrees_ratio_above":2}


date: 2026-07-20
test_id: weekend_uploads_underperform
status: disagrees
confidence: medium
prior_status: disagrees
evidence_json:
  {"weekend_count":5,"weekday_count":23,"weekend_median_ctr":0.068,"weekday_median_ctr":0,"weekend_median_avd_sec":66.448,"weekday_median_avd_sec":4.755,"weekend_subs_per_1k":0,"weekday_subs_per_1k":0}


date: 2026-07-21
test_id: ctr_matters_more_than_retention
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"beta_ctr":0.017,"beta_retention":0.371,"ratio_ctr_over_retention":0.046,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-07-21
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":0.017,"beta_retention":0.371,"ratio_retention_over_ctr":21.8,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-07-21
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":16,"60s_median_retention_pct":82.454,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":7.813,"1800s_count":4,"1800s_median_retention_pct":4.619,"3600s+_count":5,"3600s+_median_retention_pct":3.566,"best_bucket_seconds":60,"best_bucket_median_retention_pct":82.454}


date: 2026-07-21
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: agrees
evidence_json:
  {"beta_comments":-0.056,"beta_likes":-0.07,"ratio_comments_over_likes":0.798,"eligible_videos":28,"threshold_agrees_ratio_above":2}


date: 2026-07-21
test_id: weekend_uploads_underperform
status: disagrees
confidence: medium
prior_status: disagrees
evidence_json:
  {"weekend_count":5,"weekday_count":23,"weekend_median_ctr":0.069,"weekday_median_ctr":0,"weekend_median_avd_sec":65.269,"weekday_median_avd_sec":4.755,"weekend_subs_per_1k":0,"weekday_subs_per_1k":0}


date: 2026-07-22
test_id: ctr_matters_more_than_retention
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"beta_ctr":0.017,"beta_retention":0.371,"ratio_ctr_over_retention":0.047,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-07-22
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":0.017,"beta_retention":0.371,"ratio_retention_over_ctr":21.255,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-07-22
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":16,"60s_median_retention_pct":82.454,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":7.76,"1800s_count":4,"1800s_median_retention_pct":4.619,"3600s+_count":5,"3600s+_median_retention_pct":3.566,"best_bucket_seconds":60,"best_bucket_median_retention_pct":82.454}


date: 2026-07-22
test_id: avp_50_keeps_pushing
status: inconclusive
inconclusive_reason: thin_sample
confidence: low
prior_status: inconclusive
evidence_json:
  {"low_count":0,"mid_count":0,"high_count":1,"low_median":null,"mid_median":null,"high_median":0.729,"threshold_high_above":0.7,"threshold_low_below":0.4}


date: 2026-07-22
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":-0.05,"beta_likes":-0.071,"ratio_comments_over_likes":0.7,"eligible_videos":28,"threshold_agrees_ratio_above":2}


date: 2026-07-22
test_id: longer_videos_more_watch_time
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"r_duration_vs_watch_per_view":0.628,"eligible_videos":28,"threshold_agrees_above":0.5,"threshold_disagrees_below":-0.1}


date: 2026-07-22
test_id: weekend_uploads_underperform
status: disagrees
confidence: medium
prior_status: disagrees
evidence_json:
  {"weekend_count":5,"weekday_count":23,"weekend_median_ctr":0.07,"weekday_median_ctr":0,"weekend_median_avd_sec":64.673,"weekday_median_avd_sec":4.755,"weekend_subs_per_1k":0,"weekday_subs_per_1k":0}


date: 2026-07-23
test_id: ctr_matters_more_than_retention
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"beta_ctr":0.018,"beta_retention":0.371,"ratio_ctr_over_retention":0.049,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-07-23
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":0.018,"beta_retention":0.371,"ratio_retention_over_ctr":20.274,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-07-23
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":16,"60s_median_retention_pct":82.454,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":7.707,"1800s_count":4,"1800s_median_retention_pct":4.619,"3600s+_count":5,"3600s+_median_retention_pct":3.566,"best_bucket_seconds":60,"best_bucket_median_retention_pct":82.454}


date: 2026-07-23
test_id: avp_50_keeps_pushing
status: inconclusive
inconclusive_reason: thin_sample
confidence: low
prior_status: inconclusive
evidence_json:
  {"low_count":0,"mid_count":0,"high_count":1,"low_median":null,"mid_median":null,"high_median":0.731,"threshold_high_above":0.7,"threshold_low_below":0.4}


date: 2026-07-23
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":-0.052,"beta_likes":-0.072,"ratio_comments_over_likes":0.724,"eligible_videos":28,"threshold_agrees_ratio_above":2}


date: 2026-07-23
test_id: weekend_uploads_underperform
status: disagrees
confidence: medium
prior_status: disagrees
evidence_json:
  {"weekend_count":5,"weekday_count":23,"weekend_median_ctr":0.074,"weekday_median_ctr":0,"weekend_median_avd_sec":63.594,"weekday_median_avd_sec":4.755,"weekend_subs_per_1k":0,"weekday_subs_per_1k":0}


date: 2026-07-24
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":0.018,"beta_retention":0.371,"ratio_retention_over_ctr":20.598,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-07-24
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":16,"60s_median_retention_pct":82.454,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":7.633,"1800s_count":4,"1800s_median_retention_pct":4.619,"3600s+_count":5,"3600s+_median_retention_pct":3.566,"best_bucket_seconds":60,"best_bucket_median_retention_pct":82.454}


date: 2026-07-24
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":-0.054,"beta_likes":-0.072,"ratio_comments_over_likes":0.748,"eligible_videos":28,"threshold_agrees_ratio_above":2}


date: 2026-07-25
test_id: ctr_matters_more_than_retention
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"beta_ctr":0.019,"beta_retention":0.371,"ratio_ctr_over_retention":0.05,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-07-25
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":0.019,"beta_retention":0.371,"ratio_retention_over_ctr":19.825,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-07-25
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":16,"60s_median_retention_pct":82.454,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":7.599,"1800s_count":4,"1800s_median_retention_pct":4.619,"3600s+_count":5,"3600s+_median_retention_pct":3.566,"best_bucket_seconds":60,"best_bucket_median_retention_pct":82.454}


date: 2026-07-25
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":-0.056,"beta_likes":-0.072,"ratio_comments_over_likes":0.769,"eligible_videos":28,"threshold_agrees_ratio_above":2}


date: 2026-07-25
test_id: longer_videos_more_watch_time
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"r_duration_vs_watch_per_view":0.629,"eligible_videos":28,"threshold_agrees_above":0.5,"threshold_disagrees_below":-0.1}


date: 2026-07-25
test_id: weekend_uploads_underperform
status: disagrees
confidence: medium
prior_status: disagrees
evidence_json:
  {"weekend_count":5,"weekday_count":23,"weekend_median_ctr":0.075,"weekday_median_ctr":0,"weekend_median_avd_sec":61.979,"weekday_median_avd_sec":4.755,"weekend_subs_per_1k":0,"weekday_subs_per_1k":0}


date: 2026-07-26
test_id: ctr_matters_more_than_retention
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"beta_ctr":0.019,"beta_retention":0.371,"ratio_ctr_over_retention":0.052,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-07-26
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":0.019,"beta_retention":0.371,"ratio_retention_over_ctr":19.409,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-07-26
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":16,"60s_median_retention_pct":82.454,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":7.531,"1800s_count":4,"1800s_median_retention_pct":4.619,"3600s+_count":5,"3600s+_median_retention_pct":3.566,"best_bucket_seconds":60,"best_bucket_median_retention_pct":82.454}


date: 2026-07-26
test_id: avp_50_keeps_pushing
status: inconclusive
inconclusive_reason: thin_sample
confidence: low
prior_status: inconclusive
evidence_json:
  {"low_count":0,"mid_count":0,"high_count":1,"low_median":null,"mid_median":null,"high_median":0.734,"threshold_high_above":0.7,"threshold_low_below":0.4}


date: 2026-07-26
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":-0.057,"beta_likes":-0.072,"ratio_comments_over_likes":0.789,"eligible_videos":28,"threshold_agrees_ratio_above":2}


date: 2026-07-26
test_id: weekend_uploads_underperform
status: disagrees
confidence: medium
prior_status: disagrees
evidence_json:
  {"weekend_count":5,"weekday_count":23,"weekend_median_ctr":0.075,"weekday_median_ctr":0,"weekend_median_avd_sec":60.976,"weekday_median_avd_sec":4.755,"weekend_subs_per_1k":0,"weekday_subs_per_1k":0}


date: 2026-07-27
test_id: ctr_matters_more_than_retention
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"beta_ctr":0.022,"beta_retention":0.372,"ratio_ctr_over_retention":0.06,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-07-27
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":0.022,"beta_retention":0.372,"ratio_retention_over_ctr":16.605,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-07-27
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":16,"60s_median_retention_pct":82.454,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":7.437,"1800s_count":4,"1800s_median_retention_pct":4.619,"3600s+_count":5,"3600s+_median_retention_pct":3.566,"best_bucket_seconds":60,"best_bucket_median_retention_pct":82.454}


date: 2026-07-27
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":-0.058,"beta_likes":-0.072,"ratio_comments_over_likes":0.801,"eligible_videos":28,"threshold_agrees_ratio_above":2}


date: 2026-07-27
test_id: day_30_evergreen
status: disagrees
confidence: medium
prior_status: inconclusive
evidence_json:
  {"median_post_30_cov":2.049,"eligible_videos":3,"threshold_agrees_below":0.5,"threshold_disagrees_above":1}


date: 2026-07-27
test_id: weekend_uploads_underperform
status: disagrees
confidence: medium
prior_status: disagrees
evidence_json:
  {"weekend_count":5,"weekday_count":23,"weekend_median_ctr":0.076,"weekday_median_ctr":0,"weekend_median_avd_sec":60.976,"weekday_median_avd_sec":4.755,"weekend_subs_per_1k":0,"weekday_subs_per_1k":0}


date: 2026-07-28
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":0.022,"beta_retention":0.372,"ratio_retention_over_ctr":16.692,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-07-29
test_id: ctr_matters_more_than_retention
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"beta_ctr":0.022,"beta_retention":0.372,"ratio_ctr_over_retention":0.059,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-07-29
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":0.022,"beta_retention":0.372,"ratio_retention_over_ctr":16.918,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-07-29
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":-0.058,"beta_likes":-0.072,"ratio_comments_over_likes":0.802,"eligible_videos":28,"threshold_agrees_ratio_above":2}


date: 2026-07-29
test_id: weekend_uploads_underperform
status: disagrees
confidence: medium
prior_status: disagrees
evidence_json:
  {"weekend_count":5,"weekday_count":23,"weekend_median_ctr":0.074,"weekday_median_ctr":0,"weekend_median_avd_sec":60.976,"weekday_median_avd_sec":4.755,"weekend_subs_per_1k":0,"weekday_subs_per_1k":0}


date: 2026-07-30
test_id: ctr_matters_more_than_retention
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"beta_ctr":0.021,"beta_retention":0.372,"ratio_ctr_over_retention":0.057,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-07-30
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":0.021,"beta_retention":0.372,"ratio_retention_over_ctr":17.467,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-07-30
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":16,"60s_median_retention_pct":82.454,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":7.349,"1800s_count":4,"1800s_median_retention_pct":4.619,"3600s+_count":5,"3600s+_median_retention_pct":3.566,"best_bucket_seconds":60,"best_bucket_median_retention_pct":82.454}


date: 2026-07-30
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":-0.058,"beta_likes":-0.071,"ratio_comments_over_likes":0.818,"eligible_videos":28,"threshold_agrees_ratio_above":2}


date: 2026-07-30
test_id: weekend_uploads_underperform
status: disagrees
confidence: medium
prior_status: disagrees
evidence_json:
  {"weekend_count":5,"weekday_count":23,"weekend_median_ctr":0.075,"weekday_median_ctr":0,"weekend_median_avd_sec":62.682,"weekday_median_avd_sec":4.755,"weekend_subs_per_1k":0,"weekday_subs_per_1k":0}


date: 2026-07-30
test_id: channel_page_share_decreases
status: inconclusive
inconclusive_reason: near_threshold
confidence: medium
prior_status: inconclusive
evidence_json:
  {"pearson_r":-0.255,"eligible_days":60,"threshold_agrees_below":-0.5,"threshold_disagrees_above":0.3}


date: 2026-07-31
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":0.021,"beta_retention":0.372,"ratio_retention_over_ctr":17.457,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-07-31
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":16,"60s_median_retention_pct":82.454,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":7.33,"1800s_count":4,"1800s_median_retention_pct":4.619,"3600s+_count":5,"3600s+_median_retention_pct":3.566,"best_bucket_seconds":60,"best_bucket_median_retention_pct":82.454}


date: 2026-07-31
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":-0.059,"beta_likes":-0.071,"ratio_comments_over_likes":0.834,"eligible_videos":28,"threshold_agrees_ratio_above":2}


date: 2026-07-31
test_id: channel_page_share_decreases
status: inconclusive
inconclusive_reason: near_threshold
confidence: medium
prior_status: inconclusive
evidence_json:
  {"pearson_r":-0.261,"eligible_days":61,"threshold_agrees_below":-0.5,"threshold_disagrees_above":0.3}


date: 2026-08-01
test_id: ctr_matters_more_than_retention
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"beta_ctr":0.021,"beta_retention":0.371,"ratio_ctr_over_retention":0.057,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-08-01
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":0.021,"beta_retention":0.371,"ratio_retention_over_ctr":17.49,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-08-01
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":16,"60s_median_retention_pct":82.454,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":7.538,"1800s_count":4,"1800s_median_retention_pct":4.619,"3600s+_count":5,"3600s+_median_retention_pct":3.566,"best_bucket_seconds":60,"best_bucket_median_retention_pct":82.454}


date: 2026-08-01
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":-0.059,"beta_likes":-0.07,"ratio_comments_over_likes":0.851,"eligible_videos":28,"threshold_agrees_ratio_above":2}


date: 2026-08-01
test_id: weekend_uploads_underperform
status: disagrees
confidence: medium
prior_status: disagrees
evidence_json:
  {"weekend_count":5,"weekday_count":23,"weekend_median_ctr":0.075,"weekday_median_ctr":0,"weekend_median_avd_sec":62.042,"weekday_median_avd_sec":4.755,"weekend_subs_per_1k":0,"weekday_subs_per_1k":0}


date: 2026-08-01
test_id: channel_page_share_decreases
status: inconclusive
inconclusive_reason: near_threshold
confidence: medium
prior_status: inconclusive
evidence_json:
  {"pearson_r":-0.267,"eligible_days":62,"threshold_agrees_below":-0.5,"threshold_disagrees_above":0.3}


date: 2026-08-02
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":0.022,"beta_retention":0.372,"ratio_retention_over_ctr":16.914,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-08-02
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":16,"60s_median_retention_pct":82.454,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":7.467,"1800s_count":4,"1800s_median_retention_pct":4.619,"3600s+_count":5,"3600s+_median_retention_pct":3.566,"best_bucket_seconds":60,"best_bucket_median_retention_pct":82.454}


date: 2026-08-02
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":-0.06,"beta_likes":-0.069,"ratio_comments_over_likes":0.867,"eligible_videos":28,"threshold_agrees_ratio_above":2}


date: 2026-08-02
test_id: weekend_uploads_underperform
status: disagrees
confidence: medium
prior_status: disagrees
evidence_json:
  {"weekend_count":5,"weekday_count":23,"weekend_median_ctr":0.074,"weekday_median_ctr":0,"weekend_median_avd_sec":62.042,"weekday_median_avd_sec":4.755,"weekend_subs_per_1k":0,"weekday_subs_per_1k":0}


date: 2026-08-02
test_id: channel_page_share_decreases
status: inconclusive
inconclusive_reason: near_threshold
confidence: medium
prior_status: inconclusive
evidence_json:
  {"pearson_r":-0.273,"eligible_days":63,"threshold_agrees_below":-0.5,"threshold_disagrees_above":0.3}


date: 2026-08-02
test_id: comment_rate_truest_signal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"r_likes_vs_subs":0.961,"r_comments_vs_subs":-0.046,"r_shares_vs_subs":null,"leader_metric":"likes","leader_abs_r":0.961,"threshold_agrees_above":0.3}


date: 2026-08-03
test_id: ctr_matters_more_than_retention
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"beta_ctr":0.021,"beta_retention":0.371,"ratio_ctr_over_retention":0.056,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-08-03
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":0.021,"beta_retention":0.371,"ratio_retention_over_ctr":17.926,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-08-03
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":16,"60s_median_retention_pct":82.454,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":7.421,"1800s_count":4,"1800s_median_retention_pct":4.619,"3600s+_count":5,"3600s+_median_retention_pct":3.566,"best_bucket_seconds":60,"best_bucket_median_retention_pct":82.454}


date: 2026-08-03
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":-0.06,"beta_likes":-0.067,"ratio_comments_over_likes":0.893,"eligible_videos":28,"threshold_agrees_ratio_above":2}


date: 2026-08-03
test_id: channel_page_share_decreases
status: inconclusive
inconclusive_reason: near_threshold
confidence: medium
prior_status: inconclusive
evidence_json:
  {"pearson_r":-0.279,"eligible_days":64,"threshold_agrees_below":-0.5,"threshold_disagrees_above":0.3}


date: 2026-08-04
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":0.021,"beta_retention":0.371,"ratio_retention_over_ctr":17.762,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-08-04
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":16,"60s_median_retention_pct":82.454,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":7.352,"1800s_count":4,"1800s_median_retention_pct":4.619,"3600s+_count":5,"3600s+_median_retention_pct":3.566,"best_bucket_seconds":60,"best_bucket_median_retention_pct":82.454}


date: 2026-08-04
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":-0.06,"beta_likes":-0.066,"ratio_comments_over_likes":0.903,"eligible_videos":28,"threshold_agrees_ratio_above":2}


date: 2026-08-04
test_id: channel_page_share_decreases
status: inconclusive
inconclusive_reason: near_threshold
confidence: medium
prior_status: inconclusive
evidence_json:
  {"pearson_r":-0.284,"eligible_days":65,"threshold_agrees_below":-0.5,"threshold_disagrees_above":0.3}


date: 2026-08-05
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":0.021,"beta_retention":0.371,"ratio_retention_over_ctr":17.675,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-08-05
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":16,"60s_median_retention_pct":82.454,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":7.316,"1800s_count":4,"1800s_median_retention_pct":4.619,"3600s+_count":5,"3600s+_median_retention_pct":3.566,"best_bucket_seconds":60,"best_bucket_median_retention_pct":82.454}


date: 2026-08-05
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":-0.059,"beta_likes":-0.065,"ratio_comments_over_likes":0.914,"eligible_videos":28,"threshold_agrees_ratio_above":2}


date: 2026-08-05
test_id: channel_page_share_decreases
status: inconclusive
inconclusive_reason: near_threshold
confidence: medium
prior_status: inconclusive
evidence_json:
  {"pearson_r":-0.289,"eligible_days":66,"threshold_agrees_below":-0.5,"threshold_disagrees_above":0.3}


date: 2026-08-06
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":0.021,"beta_retention":0.371,"ratio_retention_over_ctr":17.455,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-08-06
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":16,"60s_median_retention_pct":82.454,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":7.25,"1800s_count":4,"1800s_median_retention_pct":4.619,"3600s+_count":5,"3600s+_median_retention_pct":3.566,"best_bucket_seconds":60,"best_bucket_median_retention_pct":82.454}


date: 2026-08-06
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":-0.059,"beta_likes":-0.064,"ratio_comments_over_likes":0.921,"eligible_videos":28,"threshold_agrees_ratio_above":2}


date: 2026-08-06
test_id: weekend_uploads_underperform
status: disagrees
confidence: medium
prior_status: disagrees
evidence_json:
  {"weekend_count":5,"weekday_count":23,"weekend_median_ctr":0.077,"weekday_median_ctr":0,"weekend_median_avd_sec":62.417,"weekday_median_avd_sec":4.755,"weekend_subs_per_1k":0,"weekday_subs_per_1k":0}


date: 2026-08-06
test_id: channel_page_share_decreases
status: inconclusive
inconclusive_reason: near_threshold
confidence: medium
prior_status: inconclusive
evidence_json:
  {"pearson_r":-0.293,"eligible_days":67,"threshold_agrees_below":-0.5,"threshold_disagrees_above":0.3}


date: 2026-08-07
test_id: first_24_48h_determines_fate
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"r_day1_views_vs_total":0.965,"r_day1_ctr_vs_lifetime_ctr":null,"eligible_videos":21,"threshold_agrees_above":0.7,"threshold_disagrees_below":0.3}


date: 2026-08-07
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":0.021,"beta_retention":0.371,"ratio_retention_over_ctr":17.529,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-08-07
test_id: mid_length_videos_optimal
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"threshold_agrees_bucket":600,"min_per_bucket":3,"60s_count":16,"60s_median_retention_pct":82.454,"180s_count":0,"180s_median_retention_pct":null,"360s_count":0,"360s_median_retention_pct":null,"600s_count":0,"600s_median_retention_pct":null,"1200s_count":3,"1200s_median_retention_pct":7.223,"1800s_count":4,"1800s_median_retention_pct":4.619,"3600s+_count":5,"3600s+_median_retention_pct":3.566,"best_bucket_seconds":60,"best_bucket_median_retention_pct":82.454}


date: 2026-08-07
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":-0.059,"beta_likes":-0.063,"ratio_comments_over_likes":0.93,"eligible_videos":28,"threshold_agrees_ratio_above":2}


date: 2026-08-07
test_id: channel_page_share_decreases
status: inconclusive
inconclusive_reason: near_threshold
confidence: medium
prior_status: inconclusive
evidence_json:
  {"pearson_r":-0.298,"eligible_days":68,"threshold_agrees_below":-0.5,"threshold_disagrees_above":0.3}


date: 2026-08-08
test_id: ctr_matters_more_than_retention
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"beta_ctr":0.021,"beta_retention":0.371,"ratio_ctr_over_retention":0.058,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-08-08
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":0.021,"beta_retention":0.371,"ratio_retention_over_ctr":17.332,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-08-08
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":-0.059,"beta_likes":-0.063,"ratio_comments_over_likes":0.935,"eligible_videos":28,"threshold_agrees_ratio_above":2}


date: 2026-08-08
test_id: weekend_uploads_underperform
status: disagrees
confidence: medium
prior_status: disagrees
evidence_json:
  {"weekend_count":5,"weekday_count":23,"weekend_median_ctr":0.078,"weekday_median_ctr":0,"weekend_median_avd_sec":62.417,"weekday_median_avd_sec":4.755,"weekend_subs_per_1k":0,"weekday_subs_per_1k":0}


date: 2026-08-08
test_id: channel_page_share_decreases
status: inconclusive
inconclusive_reason: near_threshold
confidence: medium
prior_status: inconclusive
evidence_json:
  {"pearson_r":-0.302,"eligible_days":69,"threshold_agrees_below":-0.5,"threshold_disagrees_above":0.3}


date: 2026-08-09
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":0.021,"beta_retention":0.371,"ratio_retention_over_ctr":17.358,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-08-09
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":-0.059,"beta_likes":-0.063,"ratio_comments_over_likes":0.933,"eligible_videos":28,"threshold_agrees_ratio_above":2}


date: 2026-08-09
test_id: channel_page_share_decreases
status: inconclusive
inconclusive_reason: near_threshold
confidence: medium
prior_status: inconclusive
evidence_json:
  {"pearson_r":-0.306,"eligible_days":70,"threshold_agrees_below":-0.5,"threshold_disagrees_above":0.3}


date: 2026-08-10
test_id: ctr_matters_more_than_retention
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"beta_ctr":0.021,"beta_retention":0.37,"ratio_ctr_over_retention":0.057,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-08-10
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":0.021,"beta_retention":0.37,"ratio_retention_over_ctr":17.665,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-08-10
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":-0.058,"beta_likes":-0.062,"ratio_comments_over_likes":0.939,"eligible_videos":28,"threshold_agrees_ratio_above":2}


date: 2026-08-10
test_id: channel_page_share_decreases
status: inconclusive
inconclusive_reason: near_threshold
confidence: medium
prior_status: inconclusive
evidence_json:
  {"pearson_r":-0.309,"eligible_days":71,"threshold_agrees_below":-0.5,"threshold_disagrees_above":0.3}


date: 2026-08-11
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":0.022,"beta_retention":0.37,"ratio_retention_over_ctr":17.017,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-08-11
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":-0.058,"beta_likes":-0.062,"ratio_comments_over_likes":0.93,"eligible_videos":28,"threshold_agrees_ratio_above":2}


date: 2026-08-11
test_id: channel_page_share_decreases
status: inconclusive
inconclusive_reason: near_threshold
confidence: medium
prior_status: inconclusive
evidence_json:
  {"pearson_r":-0.295,"eligible_days":72,"threshold_agrees_below":-0.5,"threshold_disagrees_above":0.3}


date: 2026-08-12
test_id: ctr_matters_more_than_retention
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"beta_ctr":0.022,"beta_retention":0.37,"ratio_ctr_over_retention":0.06,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-08-12
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":0.022,"beta_retention":0.37,"ratio_retention_over_ctr":16.636,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-08-12
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":-0.057,"beta_likes":-0.061,"ratio_comments_over_likes":0.938,"eligible_videos":28,"threshold_agrees_ratio_above":2}


date: 2026-08-12
test_id: channel_page_share_decreases
status: inconclusive
inconclusive_reason: near_threshold
confidence: medium
prior_status: inconclusive
evidence_json:
  {"pearson_r":-0.28,"eligible_days":73,"threshold_agrees_below":-0.5,"threshold_disagrees_above":0.3}


date: 2026-08-13
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":0.022,"beta_retention":0.37,"ratio_retention_over_ctr":16.541,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-08-13
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":-0.057,"beta_likes":-0.061,"ratio_comments_over_likes":0.943,"eligible_videos":28,"threshold_agrees_ratio_above":2}


date: 2026-08-13
test_id: channel_page_share_decreases
status: inconclusive
inconclusive_reason: near_threshold
confidence: medium
prior_status: inconclusive
evidence_json:
  {"pearson_r":-0.263,"eligible_days":74,"threshold_agrees_below":-0.5,"threshold_disagrees_above":0.3}


date: 2026-08-14
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":0.022,"beta_retention":0.37,"ratio_retention_over_ctr":16.546,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-08-14
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":-0.057,"beta_likes":-0.061,"ratio_comments_over_likes":0.941,"eligible_videos":28,"threshold_agrees_ratio_above":2}


date: 2026-08-14
test_id: channel_page_share_decreases
status: inconclusive
inconclusive_reason: near_threshold
confidence: medium
prior_status: inconclusive
evidence_json:
  {"pearson_r":-0.243,"eligible_days":75,"threshold_agrees_below":-0.5,"threshold_disagrees_above":0.3}


date: 2026-08-15
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":0.022,"beta_retention":0.37,"ratio_retention_over_ctr":16.667,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-08-15
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":-0.057,"beta_likes":-0.06,"ratio_comments_over_likes":0.946,"eligible_videos":28,"threshold_agrees_ratio_above":2}


date: 2026-08-15
test_id: channel_page_share_decreases
status: inconclusive
inconclusive_reason: near_threshold
confidence: medium
prior_status: inconclusive
evidence_json:
  {"pearson_r":-0.214,"eligible_days":76,"threshold_agrees_below":-0.5,"threshold_disagrees_above":0.3}


date: 2026-08-16
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":0.022,"beta_retention":0.37,"ratio_retention_over_ctr":16.682,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-08-16
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":-0.057,"beta_likes":-0.059,"ratio_comments_over_likes":0.952,"eligible_videos":28,"threshold_agrees_ratio_above":2}


date: 2026-08-16
test_id: channel_page_share_decreases
status: inconclusive
inconclusive_reason: near_threshold
confidence: medium
prior_status: inconclusive
evidence_json:
  {"pearson_r":-0.186,"eligible_days":77,"threshold_agrees_below":-0.5,"threshold_disagrees_above":0.3}


date: 2026-08-17
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":0.022,"beta_retention":0.37,"ratio_retention_over_ctr":16.63,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-08-17
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":-0.056,"beta_likes":-0.059,"ratio_comments_over_likes":0.957,"eligible_videos":28,"threshold_agrees_ratio_above":2}


date: 2026-08-17
test_id: channel_page_share_decreases
status: inconclusive
inconclusive_reason: near_threshold
confidence: medium
prior_status: inconclusive
evidence_json:
  {"pearson_r":-0.152,"eligible_days":78,"threshold_agrees_below":-0.5,"threshold_disagrees_above":0.3}


date: 2026-08-18
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":0.022,"beta_retention":0.37,"ratio_retention_over_ctr":16.875,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-08-18
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":-0.056,"beta_likes":-0.059,"ratio_comments_over_likes":0.956,"eligible_videos":28,"threshold_agrees_ratio_above":2}


date: 2026-08-18
test_id: weekend_uploads_underperform
status: disagrees
confidence: medium
prior_status: disagrees
evidence_json:
  {"weekend_count":5,"weekday_count":23,"weekend_median_ctr":0.071,"weekday_median_ctr":0,"weekend_median_avd_sec":62.417,"weekday_median_avd_sec":4.755,"weekend_subs_per_1k":0,"weekday_subs_per_1k":0}


date: 2026-08-18
test_id: channel_page_share_decreases
status: inconclusive
inconclusive_reason: near_threshold
confidence: medium
prior_status: inconclusive
evidence_json:
  {"pearson_r":-0.159,"eligible_days":79,"threshold_agrees_below":-0.5,"threshold_disagrees_above":0.3}


date: 2026-08-19
test_id: channel_page_share_decreases
status: inconclusive
inconclusive_reason: near_threshold
confidence: medium
prior_status: inconclusive
evidence_json:
  {"pearson_r":-0.167,"eligible_days":80,"threshold_agrees_below":-0.5,"threshold_disagrees_above":0.3}


date: 2026-08-20
test_id: channel_page_share_decreases
status: inconclusive
inconclusive_reason: near_threshold
confidence: medium
prior_status: inconclusive
evidence_json:
  {"pearson_r":-0.174,"eligible_days":81,"threshold_agrees_below":-0.5,"threshold_disagrees_above":0.3}


date: 2026-08-21
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":0.022,"beta_retention":0.37,"ratio_retention_over_ctr":16.993,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-08-21
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":-0.056,"beta_likes":-0.058,"ratio_comments_over_likes":0.961,"eligible_videos":28,"threshold_agrees_ratio_above":2}


date: 2026-08-21
test_id: channel_page_share_decreases
status: inconclusive
inconclusive_reason: near_threshold
confidence: medium
prior_status: inconclusive
evidence_json:
  {"pearson_r":-0.181,"eligible_days":82,"threshold_agrees_below":-0.5,"threshold_disagrees_above":0.3}


date: 2026-08-22
test_id: channel_page_share_decreases
status: inconclusive
inconclusive_reason: near_threshold
confidence: medium
prior_status: inconclusive
evidence_json:
  {"pearson_r":-0.187,"eligible_days":83,"threshold_agrees_below":-0.5,"threshold_disagrees_above":0.3}


date: 2026-08-23
test_id: ctr_matters_more_than_retention
status: disagrees
confidence: high
prior_status: disagrees
evidence_json:
  {"beta_ctr":0.022,"beta_retention":0.37,"ratio_ctr_over_retention":0.058,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-08-23
test_id: retention_matters_more_than_ctr
status: agrees
confidence: high
prior_status: agrees
evidence_json:
  {"beta_ctr":0.022,"beta_retention":0.37,"ratio_retention_over_ctr":17.157,"eligible_videos":28,"threshold_agrees_ratio_above":1.5}


date: 2026-08-23
test_id: comments_outweigh_likes
status: inconclusive
inconclusive_reason: near_threshold
confidence: high
prior_status: inconclusive
evidence_json:
  {"beta_comments":-0.056,"beta_likes":-0.057,"ratio_comments_over_likes":0.974,"eligible_videos":28,"threshold_agrees_ratio_above":2}


date: 2026-08-23
test_id: channel_page_share_decreases
status: inconclusive
inconclusive_reason: near_threshold
confidence: medium
prior_status: inconclusive
evidence_json:
  {"pearson_r":-0.194,"eligible_days":84,"threshold_agrees_below":-0.5,"threshold_disagrees_above":0.3}


date: 2026-08-24
test_id: channel_page_share_decreases
status: inconclusive
inconclusive_reason: near_threshold
confidence: medium
prior_status: inconclusive
evidence_json:
  {"pearson_r":-0.065,"eligible_days":85,"threshold_agrees_below":-0.5,"threshold_disagrees_above":0.3}


