{
  "schema_version": "toolcall-verifier-source-quality/v1",
  "status": "sources_quarantined",
  "min_source_rows_for_train": 25,
  "auto_quarantine_low_support_sources": true,
  "configured_quarantine_sources": [
    "forge_argument_semantic",
    "forge_contrastive_wts"
  ],
  "low_support_sources": [
    "forge_argument_semantic",
    "forge_hard_negative",
    "forge_synthetic"
  ],
  "quarantined_sources": [
    "forge_argument_semantic",
    "forge_contrastive_wts",
    "forge_hard_negative",
    "forge_synthetic"
  ],
  "source_counts_before": {
    "Salesforce/xlam-function-calling-60k": 189303,
    "glaiveai/glaive-function-calling-v2": 64543,
    "Team-ACE/ToolACE": 28978,
    "forge_error_recovery_protected": 2559,
    "forge_fixed_width_numeric": 2096,
    "forge_trace": 1297,
    "agent_training_hf": 724,
    "forge_error_recovery_numeric": 419,
    "forge_augmented": 100,
    "forge_contrastive_wts": 40,
    "forge_hard_negative": 11,
    "forge_argument_semantic": 6,
    "forge_synthetic": 5
  },
  "source_counts_quarantined": {
    "forge_contrastive_wts": 40,
    "forge_hard_negative": 11,
    "forge_argument_semantic": 6,
    "forge_synthetic": 5
  },
  "label_counts_quarantined": {
    "valid": 36,
    "wrong_tool_semantic": 21,
    "wrong_arguments_semantic": 5
  },
  "rows_before": 290081,
  "rows_after": 290019,
  "rows_quarantined": 62,
  "quarantine_file": "/content/toolcall-verifier/data/source_quality_quarantine.jsonl",
  "note": "Quarantined rows are exported for manual review or separate eval; they are not used for this training split."
}