{
  "componentDefinitions": {
    "complementaryRole": "Potentially different useful capabilities; unavailable when role evidence is absent.",
    "evidenceReadiness": "Coverage and support state, not truth probability.",
    "issueRelevance": "Evidence-bounded selected-issue profile relevance.",
    "pairSimilarity": "Structured profile proximity only."
  },
  "diversificationRules": [
    "Balanced ordering may vary stakeholder family, relationship role, geography, and near-duplicate profiles without changing component scores."
  ],
  "generatedAt": "2026-07-21T12:00:00Z",
  "labels": [
    "Evidence-supported",
    "Partial evidence",
    "Research required",
    "Insufficient evidence"
  ],
  "methodologyExplanation": "Transparent Beta weights are design assumptions, not empirical truth and not probabilities of alliance or support.",
  "missingnessTreatment": "Missing values remain null. Eligible available weights may be renormalized only after the model-specific minimum gate is met, and the UI labels the result partial.",
  "modelHash": "32b54652f229a6d1ca2e7fc96a15046531522e683d53e35594ee36472faa5707",
  "modelVersion": "ally-finder-beta-scoring-v2.0.0",
  "recordCount": 3,
  "records": [
    {
      "label": "Impacted audiences",
      "minimumEvidenceComponents": 3,
      "modelId": "impacted-audiences",
      "weights": {
        "affectedness": 0.4,
        "evidenceReadiness": 0.1,
        "livedExperienceRelevance": 0.1,
        "rightsStake": 0.15,
        "structuralExposure": 0.25
      }
    },
    {
      "label": "Potential civic partners",
      "minimumEvidenceComponents": 3,
      "modelId": "potential-civic-partners",
      "weights": {
        "capacityToAct": 0.2,
        "civicStake": 0.15,
        "complementaryRole": 0.15,
        "evidenceReadiness": 0.1,
        "institutionalLeverageOrServiceReach": 0.15,
        "issueRelevance": 0.25
      }
    },
    {
      "label": "Starting stakeholder pair fit",
      "minimumEvidenceComponents": 3,
      "modelId": "starting-stakeholder-pair-fit",
      "weights": {
        "candidateIssueRelevance": 0.3,
        "complementaryRole": 0.2,
        "confidenceAdjustedPairSimilarity": 0.25,
        "evidenceReadiness": 0.1,
        "sharedEvidenceCoverage": 0.15
      }
    }
  ],
  "schemaVersion": "wsmusings.ally-finder-scoring.v2",
  "sourceHash": "168b66850b06b12b5530c91810ba3a37009d50eed3654f147fb2e709b382726c",
  "tieBreakingRules": [
    "Descending exploratory score",
    "ascending stable stakeholder ID"
  ]
}