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Value measurement

Analytics

Track review-first quality, escalations and risk signals without confusing human validation with limited automation.

CommentsReceived

Status

1,348

Value available in the existing analytics dashboard.

RepliesProposed

Status

767

Value available in the existing analytics dashboard.

RepliesPublished

Status

0

Value available in the existing analytics dashboard.

RepliesRejected

Status

0

Value available in the existing analytics dashboard.

RepliesEdited

Status

0

Value available in the existing analytics dashboard.

RepliesAutomated

Status

0

Value available in the existing analytics dashboard.

ReviewAcceptanceRate

Status

0

Value available in the existing analytics dashboard.

EditRate

Status

0

Value available in the existing analytics dashboard.

YoloAutomationRate

Status

0

Value available in the existing analytics dashboard.

Review-first quality

Local validation scorecard

Indicators combine human decisions, corrections and AI judge scores. They do not replace validation.

Publishable after review

0%

Approvals + minor edits

Approved as-is

0%

0/0 proposals

Rejected

0%

0 rejected replies

Judge / human agreement

0%

Sample n=0

Review vs YOLO

Escalations and automation

Counters stay separated so the UI never suggests unlimited autonomous publishing.

LV-T08 product decision

LV-T08 GO/NO-GO decision

Each gate shows its status, measured value, threshold and reason so the GO / CHANGES / NO-GO decision is readable before the run.

Scored sample

Value 0 · threshold ≥ 100 scored items

NO-GO

Gate failed: the decision must not move to GO while this threshold remains unmet.

Publishable rate

Value 0% · threshold ≥ 60%

CHANGES

Gate failed: the decision must not move to GO while this threshold remains unmet.

Rejection rate

Value 0% · threshold ≤ 15%

GO

Gate passed for the LV-T08 decision.

Escaped hallucination incidents

Value 0 · threshold 0

GO

Gate passed for the LV-T08 decision.

Learning delta first-to-last third

Value 0% · threshold > 0

CHANGES

Gate failed: the decision must not move to GO while this threshold remains unmet.

LLM judge ↔ human agreement

Value 0% · threshold strong correlation

Informative

Informative gate: low judge ↔ human agreement triggers a judge-prompt double-check but does not block a GO (protocol §8).

Escalations by rule

Triggered rules

Rules responsible for escalations stay visible so guardrail adjustments can be prioritized.

No escalation by rule

No rule has triggered an escalation during this period yet.

Most commented posts

Volume by post

Existing comment volumes are kept to identify posts with heavy review load.

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91 comments
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62 comments
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11 comments
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10 comments
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10 comments
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10 comments
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10 comments
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10 comments
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9 comments
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9 comments
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8 comments
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8 comments
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8 comments
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7 comments
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7 comments
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7 comments
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7 comments
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7 comments
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7 comments
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7 comments
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7 comments
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7 comments
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7 comments
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2 comments
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2 comments
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2 comments
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2 comments
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2 comments
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2 comments
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2 comments
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2 comments
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1 comment
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1 comment
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1 comment
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1 comment
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Quality details

Indicators readable without color alone

Automatic proxies

  • Average edit distance: 0
  • Average length delta: 0
  • Rule violation rate: 0%
  • Missing context: 0%

Safety

  • Invention block: 0%
  • Escaped hallucination incidents: 0
  • False positive blocks: 0%

Learning curve

  • First third publishable: 0%
  • Last third publishable: 0%
  • Publishable delta: 0%
  • Repeated corrections: 0%

Classification quality

  • classification.accuracy: 0%
  • classification.confidenceCalibration: 0%
  • classification.confusion: No data yet.