{
  "schema_version": "forjal.dataset-quality.local-fix.v2",
  "source_dataset": "Forjal/forjal-network-agent-v4-9847d936",
  "row_count": 452,
  "splits": {
    "train": 360,
    "validation": 44,
    "test": 48
  },
  "turns": {
    "first_turn": 216,
    "second_turn": 222,
    "direct_response": 14
  },
  "modules": {
    "first_turn_core": 155,
    "second_turn_core_success": 150,
    "second_turn_error": 32,
    "first_turn_edge": 40,
    "mixed_robustness": 35,
    "second_turn_conditional": 26,
    "small_talk_greeting": 5,
    "small_talk_thanks": 4,
    "out_of_scope_refusal": 5
  },
  "fixes": {
    "second_turn_final_normalized": 144,
    "first_turn_text_replaced_with_tool_call": 1
  },
  "contract": {
    "format": "functiongemma_tool_calling",
    "allowed_tools": [
      "check_internet_status",
      "get_internet_speed",
      "get_number_connected_users"
    ],
    "tool_arguments": "empty object only",
    "second_turn_shape": "developer,user,assistant(tool_calls),tool,assistant(content)",
    "first_turn_shape": "developer,user,assistant(tool_calls)",
    "assistant_language": "English natural final answers",
    "direct_response_shape": "developer,user,assistant(content)",
    "direct_response_scope": "small talk, thanks, goodbye, and out-of-scope refusal only"
  }
}