{
  "schema": "insight.evidence_quality_matrix.v1",
  "topic_id": "security_governance",
  "items": [
    {
      "evidence_id": "molot_system_card",
      "authority": "peer_reviewed",
      "recency": "current",
      "directness": "direct",
      "replicability": "public_url",
      "method_quality": "high",
      "resource_specificity": "core_model_paper",
      "risk_of_overclaim": "medium",
      "allowed_use": "current_claim"
    },
    {
      "evidence_id": "cerebro_behavior_sequence",
      "authority": "peer_reviewed",
      "recency": "aging",
      "directness": "background",
      "replicability": "public_url",
      "method_quality": "high",
      "resource_specificity": "method_predecessor",
      "risk_of_overclaim": "medium",
      "allowed_use": "background"
    },
    {
      "evidence_id": "python_malware_benchmark",
      "authority": "peer_reviewed",
      "recency": "aging",
      "directness": "background",
      "replicability": "public_url",
      "method_quality": "high",
      "resource_specificity": "benchmark_paper",
      "risk_of_overclaim": "medium",
      "allowed_use": "background"
    },
    {
      "evidence_id": "npm_malicious_detection_benchmark",
      "authority": "peer_reviewed",
      "recency": "current",
      "directness": "background",
      "replicability": "public_url",
      "method_quality": "high",
      "resource_specificity": "benchmark_paper",
      "risk_of_overclaim": "medium",
      "allowed_use": "background"
    },
    {
      "evidence_id": "oss_malicious_package_analysis",
      "authority": "peer_reviewed",
      "recency": "current",
      "directness": "background",
      "replicability": "public_url",
      "method_quality": "high",
      "resource_specificity": "dataset_analysis_paper",
      "risk_of_overclaim": "medium",
      "allowed_use": "background"
    },
    {
      "evidence_id": "backstabbers_knife_collection",
      "authority": "peer_reviewed",
      "recency": "aging",
      "directness": "background",
      "replicability": "public_url",
      "method_quality": "high",
      "resource_specificity": "dataset_and_attack_tree_paper",
      "risk_of_overclaim": "medium",
      "allowed_use": "background"
    },
    {
      "evidence_id": "unveiling_malicious_logic",
      "authority": "peer_reviewed",
      "recency": "current",
      "directness": "background",
      "replicability": "public_url",
      "method_quality": "high",
      "resource_specificity": "taxonomy_dataset_paper",
      "risk_of_overclaim": "medium",
      "allowed_use": "background"
    },
    {
      "evidence_id": "llm_pypi_malicious_detection",
      "authority": "peer_reviewed",
      "recency": "current",
      "directness": "background",
      "replicability": "public_url",
      "method_quality": "high",
      "resource_specificity": "llm_detection_paper",
      "risk_of_overclaim": "medium",
      "allowed_use": "background"
    },
    {
      "evidence_id": "pdg_holmes_graph_siamese",
      "authority": "peer_reviewed",
      "recency": "aging",
      "directness": "background",
      "replicability": "public_url",
      "method_quality": "high",
      "resource_specificity": "graph_clone_detection_paper",
      "risk_of_overclaim": "high",
      "allowed_use": "background"
    },
    {
      "evidence_id": "source_code_is_graph",
      "authority": "peer_reviewed",
      "recency": "aging",
      "directness": "background",
      "replicability": "public_url",
      "method_quality": "high",
      "resource_specificity": "graph_clone_detection_paper",
      "risk_of_overclaim": "high",
      "allowed_use": "background"
    },
    {
      "evidence_id": "shap_unified_approach",
      "authority": "peer_reviewed",
      "recency": "aging",
      "directness": "background",
      "replicability": "public_url",
      "method_quality": "high",
      "resource_specificity": "explainability_paper",
      "risk_of_overclaim": "high",
      "allowed_use": "background"
    },
    {
      "evidence_id": "fcd_pdg_performance_unresolved",
      "authority": "user_input",
      "recency": "unverified",
      "directness": "unresolved",
      "replicability": "not_reproducible",
      "method_quality": "not_applicable",
      "resource_specificity": "pending_verification_card",
      "risk_of_overclaim": "high",
      "allowed_use": "candidate_only"
    }
  ]
}