Takedown Decision Score

Score supplied takedown factors and recommend an editorial action.

Description

Takedown decisions can balance harm, accuracy and public interest.

Takedown decisions can balance harm, accuracy and public interest. This tool applies a small fixed scoring heuristic to supplied boolean judgments.1

Score supplied takedown factors and recommend an editorial action.

When to use Takedown Decision Score

Use this tool to score supplied takedown factors and recommend an editorial action.

Prepare the text, recorded observations, aligned figures or editorial criteria requested. Confirm what each label, count, timestamp or supplied flag represents before interpreting the result.

How to use Takedown Decision Score and understand its results

  1. Prepare the text, recorded observations, aligned figures or editorial criteria requested. Confirm what each label, count, timestamp or supplied flag represents before interpreting the result.
  2. Enter verifiedFactualError, imminentSafetyHarm, privacyViolation, strongPublicInterest, canCorrectInPlace using the field table and calculation rules, then run the tool.
  3. Read removalPressureScore, retentionValueScore, recommendedDecision. The explanation below defines the units, signs, ordering and any flags or placeholder values.
  4. If the tool reports an input issue, correct the values and run it again. Apply the stated assumptions when interpreting a successfully returned result.
Input fieldMeaningValue type; see rules belowRequirement
verifiedFactualErrorVerified factual errorbooleanRequired
imminentSafetyHarmImminent safety harmbooleanRequired
privacyViolationPrivacy violationbooleanRequired
strongPublicInterestStrong public interestbooleanRequired
canCorrectInPlaceCan correct in placebooleanRequired

Enter the five flags. Return both scores and recommendation: safety risk removes first; otherwise privacy with higher removal score restricts; factual error that is correctable corrects; higher removal score removes; remaining cases retain.

removal=2factualError+4safetyRisk+3privacyRisk; retention=3publicInterest+2correctable

Units, indexing, boundary conditions and exceptional cases are defined in the calculation rules above.

Output fieldMeaningValue type
removalPressureScoreRemoval pressure scoreinteger; minimum: 0
retentionValueScoreRetention value scoreinteger; minimum: 0
recommendedDecisionRecommended decisionstring; one of "retain", "correct", "restrict", "remove"
json
{
  "input": {
    "verifiedFactualError": true,
    "imminentSafetyHarm": false,
    "privacyViolation": false,
    "strongPublicInterest": true,
    "canCorrectInPlace": true
  },
  "output": {
    "removalPressureScore": 2,
    "retentionValueScore": 5,
    "recommendedDecision": "correct"
  }
}

Limitations and assumptions

The labels are suggestions, not legal or editorial determinations. No page is removed or restricted.

Numeric inputs must be finite. Follow the calculation-specific rules for overflow, underflow and exceptional cases. Missing required fields, extra fields, wrong value types and violations of the calculation rules are input errors.

Alternative or Complementary methods

Use Archive Redaction Screen: Screen archived content for redaction or access restriction. For a complementary task, use Moderation Escalation: Classify moderation escalation from supplied safety indicators.

References

  1. Takedown Decision Score — tool.io

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