{
  "model_details": {
    "provider": "e-infra",
    "model_requested": "qwen3.8-flash-next",
    "model_for_requests": "qwen3.8-flash-next",
    "api_base_url": "https://llm.ai.e-infra.cz/v1",
    "chat_completions_endpoint": "https://llm.ai.e-infra.cz/v1/chat/completions",
    "model_metadata": {
      "model_name": "agentic",
      "litellm_model": "qwen3.8-flash-next",
      "context_size": 262144.0,
      "max_output_tokens": 48000.0,
      "model_source": "https://huggingface.co/Qwen/Qwen3.8-Flash-Next-FP8",
      "quantization": "fp8",
      "capabilities": [
        "chat",
        "multimodal",
        "tools"
      ],
      "extra_body": {
        "max_tokens": 48000,
        "max_completion_tokens": 48000
      },
      "input_cost_per_token": 1.6e-07,
      "output_cost_per_token": 4.6999999999999995e-07
    },
    "model_source": "https://huggingface.co/Qwen/Qwen3.8-Flash-Next-FP8",
    "quantization": "fp8",
    "context_size": 262144.0,
    "max_output_tokens": 48000.0,
    "input_cost_per_token": 1.6e-07,
    "output_cost_per_token": 4.6999999999999995e-07
  },
  "run_config": {
    "input": [
      "data/input/prepositions.csv"
    ],
    "labels": "",
    "task_name": "Err. correct. prepositions",
    "task_description": "Correcting errors in prepositions in a transcription of learners' dialogue.",
    "tags": "error;correction;preposition;English",
    "model": "qwen3.8-flash-next",
    "temperature": null,
    "top_p": null,
    "top_k": null,
    "service_tier": "standard",
    "verbosity": null,
    "reasoning_effort": null,
    "thinking_level": null,
    "effort": null,
    "strict_control_acceptance": true,
    "provider": "e-infra",
    "system_prompt": "You are a meticulous annotator focusing on grammatical errors in the use of prepositions.\nYou will receive a short excerpt of a transcribed dialogue where the node word is a preposition. \nDecide whether it is a correct preposition given the context. \nReturn the correct preposition (even if it already is correct). If the preposition should be omitted (i.e. the grammatical correct solution is leaving it out), return 0.",
    "system_prompt_b64": null,
    "few_shot_examples": 0,
    "prompt_layout": "standard",
    "prompt_batch_size": 0,
    "cache_pad_target_tokens": 0,
    "prompt_cache_key": null,
    "openai_cache_breakpoint": false,
    "openrouter_cache_control": false,
    "cache_warmup_delay_seconds": 5.0,
    "gemini_cached_content": null,
    "requesty_auto_cache": null,
    "vertex_auto_adc_login": null,
    "vertex_access_token_refresh_seconds": null,
    "create_gemini_cache": false,
    "gemini_cache_ttl": 3600,
    "gemini_cache_ttl_autoupdate": true,
    "keep_gemini_cache": false,
    "enable_cot": true,
    "no_explanation": false,
    "logprobs": true,
    "calibration": true,
    "confusion_heatmap": true,
    "repeat_unclassified": true,
    "api_key_var": "E-INFRA_API_KEY",
    "api_base_var": "E-INFRA_BASE_URL",
    "max_retries": 3,
    "retry_delay": 5.0,
    "request_interval_ms": 0,
    "request_timeout_seconds": 30.0,
    "threads": 3,
    "prompt_log_detail": "full",
    "flush_rows": 100,
    "flush_seconds": 2.0,
    "validator_cmd": null,
    "validator_args": "",
    "validator_timeout": 5.0,
    "validator_prompt_max_candidates": 50,
    "validator_prompt_max_chars": 8000,
    "validator_exhausted_policy": "accept_blank_confidence",
    "validator_debug": false,
    "log_level": "INFO",
    "load_params": "data/metrics/prepositions__einfra__kimik3__2026-08-25-22-34__metrics.json"
  },
  "source_input_csv": "data/input/prepositions.csv",
  "source_output_csv": "data/output/prepositions__einfra__qwen38flashnext__2026-09-06-22-16.csv",
  "source_labels_csv": "",
  "cache_padding": {
    "enabled": false,
    "target_shared_prefix_tokens": 0,
    "calibration_shared_prefix_tokens": null,
    "target_prompt_tokens": 0,
    "calibration_prompt_tokens": null,
    "calibration_example_id": null,
    "applied_padding_tokens_estimate": 0,
    "examples_with_padding_applied": 0
  },
  "cache_warmup": {
    "enabled": false,
    "delay_seconds": 5.0,
    "attempted": false,
    "wait_applied": false,
    "reported_cache_write_tokens": 0
  },
  "request_control_summary": {
    "configured": {},
    "attempts_total": 1519,
    "attempts_with_control_telemetry": 1283,
    "per_control": {
      "reasoning_effort": {
        "configured_value": null,
        "requested_attempts": 0,
        "sent_attempts": 0,
        "accepted_attempts": 0,
        "rejected_attempts": 0,
        "missing_from_final_request_attempts": 0,
        "acceptance_rate": null,
        "rejected_reasons": {},
        "rejected_example_ids": []
      },
      "thinking_level": {
        "configured_value": null,
        "requested_attempts": 0,
        "sent_attempts": 0,
        "accepted_attempts": 0,
        "rejected_attempts": 0,
        "missing_from_final_request_attempts": 0,
        "acceptance_rate": null,
        "rejected_reasons": {},
        "rejected_example_ids": []
      },
      "effort": {
        "configured_value": null,
        "requested_attempts": 0,
        "sent_attempts": 0,
        "accepted_attempts": 0,
        "rejected_attempts": 0,
        "missing_from_final_request_attempts": 0,
        "acceptance_rate": null,
        "rejected_reasons": {},
        "rejected_example_ids": []
      },
      "verbosity": {
        "configured_value": null,
        "requested_attempts": 0,
        "sent_attempts": 0,
        "accepted_attempts": 0,
        "rejected_attempts": 0,
        "missing_from_final_request_attempts": 0,
        "acceptance_rate": null,
        "rejected_reasons": {},
        "rejected_example_ids": []
      },
      "prompt_cache_key": {
        "configured_value": null,
        "requested_attempts": 0,
        "sent_attempts": 0,
        "accepted_attempts": 0,
        "rejected_attempts": 0,
        "missing_from_final_request_attempts": 0,
        "acceptance_rate": null,
        "rejected_reasons": {},
        "rejected_example_ids": []
      },
      "openai_cache_breakpoint": {
        "configured_value": null,
        "requested_attempts": 0,
        "sent_attempts": 0,
        "accepted_attempts": 0,
        "rejected_attempts": 0,
        "missing_from_final_request_attempts": 0,
        "acceptance_rate": null,
        "rejected_reasons": {},
        "rejected_example_ids": []
      },
      "openrouter_cache_control": {
        "configured_value": null,
        "requested_attempts": 0,
        "sent_attempts": 0,
        "accepted_attempts": 0,
        "rejected_attempts": 0,
        "missing_from_final_request_attempts": 0,
        "acceptance_rate": null,
        "rejected_reasons": {},
        "rejected_example_ids": []
      },
      "gemini_cached_content": {
        "configured_value": null,
        "requested_attempts": 0,
        "sent_attempts": 0,
        "accepted_attempts": 0,
        "rejected_attempts": 0,
        "missing_from_final_request_attempts": 0,
        "acceptance_rate": null,
        "rejected_reasons": {},
        "rejected_example_ids": []
      },
      "requesty_auto_cache": {
        "configured_value": null,
        "requested_attempts": 0,
        "sent_attempts": 0,
        "accepted_attempts": 0,
        "rejected_attempts": 0,
        "missing_from_final_request_attempts": 0,
        "acceptance_rate": null,
        "rejected_reasons": {},
        "rejected_example_ids": []
      }
    }
  },
  "usage_metadata_summary": {
    "attempts_total": 1519,
    "attempts_with_usage_metadata": 1283,
    "attempts_with_cached_token_signals": 1280,
    "cached_tokens_total_estimate": 593472,
    "cache_read_tokens_total": 593472,
    "cache_write_tokens_total": 0,
    "cache_token_fields_totals": {
      "usage.prompt_tokens_details.cached_tokens": 593472
    },
    "attempts_with_gemini_cached_content_token_signals": 0,
    "gemini_cached_content_token_count_total": 0,
    "gemini_cached_content_token_fields_totals": {}
  },
  "token_usage_totals": {
    "attempts_total": 1519,
    "attempts_with_token_usage": 1283,
    "attempts_with_output_tokens": 1283,
    "attempts_with_cached_input_tokens": 1280,
    "attempts_with_thinking_tokens": 1283,
    "input_tokens_total": 850192,
    "cached_input_tokens_total": 593472,
    "non_cached_input_tokens_total": 256720,
    "output_tokens_total": 953871,
    "thinking_tokens_total": 831864,
    "output_tokens_definition": "total_tokens - prompt_tokens (or completion_tokens + thinking_tokens fallback)"
  },
  "truth_label_count": 1283,
  "prediction_count": 1283,
  "evaluated_example_count": 1283,
  "calibration_metrics": {
    "available": true,
    "sample_count": 1283,
    "bin_count": 10,
    "ece": 0.018947778643808276,
    "mce": 0.1406122448979592,
    "brier_score": 0.08055128604832432
  },
  "first_prompt_timestamp": "2026-09-06T20:16:08.740076Z",
  "last_prompt_timestamp": "2026-09-06T21:52:46.326756Z",
  "overall_time_seconds": 5712.473215999999,
  "overall_time_human": "1h 35m 12s",
  "accuracy": 0.9049103663289166,
  "cohen_kappa": 0.7979772687966092,
  "macro_precision": 0.5622611946543403,
  "macro_recall": 0.5226846098825706,
  "macro_f1": 0.5131851387205194,
  "per_label": {
    "0": {
      "precision": 0.27419354838709675,
      "recall": 0.68,
      "f1": 0.39080459770114945,
      "support": 25
    },
    "about": {
      "precision": 1.0,
      "recall": 0.5,
      "f1": 0.6666666666666666,
      "support": 2
    },
    "around": {
      "precision": 0.0,
      "recall": 0.0,
      "f1": 0.0,
      "support": 1
    },
    "as": {
      "precision": 1.0,
      "recall": 1.0,
      "f1": 1.0,
      "support": 1
    },
    "at": {
      "precision": 0.9158415841584159,
      "recall": 0.9203980099502488,
      "f1": 0.9181141439205955,
      "support": 201
    },
    "behind": {
      "precision": 1.0,
      "recall": 1.0,
      "f1": 1.0,
      "support": 1
    },
    "during": {
      "precision": 1.0,
      "recall": 0.5,
      "f1": 0.6666666666666666,
      "support": 4
    },
    "for": {
      "precision": 0.0,
      "recall": 0.0,
      "f1": 0.0,
      "support": 0
    },
    "from": {
      "precision": 0.5,
      "recall": 1.0,
      "f1": 0.6666666666666666,
      "support": 2
    },
    "in": {
      "precision": 0.9596412556053812,
      "recall": 0.9314472252448314,
      "f1": 0.9453340695748207,
      "support": 919
    },
    "into": {
      "precision": 0.0,
      "recall": 0.0,
      "f1": 0.0,
      "support": 1
    },
    "of": {
      "precision": 0.0,
      "recall": 0.0,
      "f1": 0.0,
      "support": 2
    },
    "on": {
      "precision": 0.8556701030927835,
      "recall": 0.9021739130434783,
      "f1": 0.8783068783068784,
      "support": 92
    },
    "to": {
      "precision": 0.9285714285714286,
      "recall": 0.40625,
      "f1": 0.5652173913043478,
      "support": 32
    },
    "with": {
      "precision": 0.0,
      "recall": 0.0,
      "f1": 0.0,
      "support": 0
    }
  },
  "labels": [
    "0",
    "about",
    "around",
    "as",
    "at",
    "behind",
    "during",
    "for",
    "from",
    "in",
    "into",
    "of",
    "on",
    "to",
    "with"
  ],
  "label_count": 15,
  "total_examples": 1283,
  "confusion_matrix": {
    "0": {
      "0": 17,
      "about": 0,
      "around": 0,
      "as": 0,
      "at": 1,
      "behind": 0,
      "during": 0,
      "for": 0,
      "from": 0,
      "in": 6,
      "into": 0,
      "of": 0,
      "on": 1,
      "to": 0,
      "with": 0
    },
    "about": {
      "0": 1,
      "about": 1,
      "around": 0,
      "as": 0,
      "at": 0,
      "behind": 0,
      "during": 0,
      "for": 0,
      "from": 0,
      "in": 0,
      "into": 0,
      "of": 0,
      "on": 0,
      "to": 0,
      "with": 0
    },
    "around": {
      "0": 0,
      "about": 0,
      "around": 0,
      "as": 0,
      "at": 0,
      "behind": 0,
      "during": 0,
      "for": 0,
      "from": 0,
      "in": 1,
      "into": 0,
      "of": 0,
      "on": 0,
      "to": 0,
      "with": 0
    },
    "as": {
      "0": 0,
      "about": 0,
      "around": 0,
      "as": 1,
      "at": 0,
      "behind": 0,
      "during": 0,
      "for": 0,
      "from": 0,
      "in": 0,
      "into": 0,
      "of": 0,
      "on": 0,
      "to": 0,
      "with": 0
    },
    "at": {
      "0": 1,
      "about": 0,
      "around": 0,
      "as": 0,
      "at": 185,
      "behind": 0,
      "during": 0,
      "for": 0,
      "from": 0,
      "in": 9,
      "into": 0,
      "of": 0,
      "on": 6,
      "to": 0,
      "with": 0
    },
    "behind": {
      "0": 0,
      "about": 0,
      "around": 0,
      "as": 0,
      "at": 0,
      "behind": 1,
      "during": 0,
      "for": 0,
      "from": 0,
      "in": 0,
      "into": 0,
      "of": 0,
      "on": 0,
      "to": 0,
      "with": 0
    },
    "during": {
      "0": 0,
      "about": 0,
      "around": 0,
      "as": 0,
      "at": 0,
      "behind": 0,
      "during": 2,
      "for": 1,
      "from": 0,
      "in": 1,
      "into": 0,
      "of": 0,
      "on": 0,
      "to": 0,
      "with": 0
    },
    "for": {
      "0": 0,
      "about": 0,
      "around": 0,
      "as": 0,
      "at": 0,
      "behind": 0,
      "during": 0,
      "for": 0,
      "from": 0,
      "in": 0,
      "into": 0,
      "of": 0,
      "on": 0,
      "to": 0,
      "with": 0
    },
    "from": {
      "0": 0,
      "about": 0,
      "around": 0,
      "as": 0,
      "at": 0,
      "behind": 0,
      "during": 0,
      "for": 0,
      "from": 2,
      "in": 0,
      "into": 0,
      "of": 0,
      "on": 0,
      "to": 0,
      "with": 0
    },
    "in": {
      "0": 36,
      "about": 0,
      "around": 0,
      "as": 0,
      "at": 14,
      "behind": 0,
      "during": 0,
      "for": 2,
      "from": 2,
      "in": 856,
      "into": 0,
      "of": 1,
      "on": 6,
      "to": 1,
      "with": 1
    },
    "into": {
      "0": 0,
      "about": 0,
      "around": 0,
      "as": 0,
      "at": 0,
      "behind": 0,
      "during": 0,
      "for": 0,
      "from": 0,
      "in": 1,
      "into": 0,
      "of": 0,
      "on": 0,
      "to": 0,
      "with": 0
    },
    "of": {
      "0": 1,
      "about": 0,
      "around": 0,
      "as": 0,
      "at": 0,
      "behind": 0,
      "during": 0,
      "for": 0,
      "from": 0,
      "in": 1,
      "into": 0,
      "of": 0,
      "on": 0,
      "to": 0,
      "with": 0
    },
    "on": {
      "0": 4,
      "about": 0,
      "around": 0,
      "as": 0,
      "at": 1,
      "behind": 0,
      "during": 0,
      "for": 0,
      "from": 0,
      "in": 3,
      "into": 1,
      "of": 0,
      "on": 83,
      "to": 0,
      "with": 0
    },
    "to": {
      "0": 2,
      "about": 0,
      "around": 0,
      "as": 0,
      "at": 1,
      "behind": 0,
      "during": 0,
      "for": 0,
      "from": 0,
      "in": 14,
      "into": 0,
      "of": 0,
      "on": 1,
      "to": 13,
      "with": 1
    },
    "with": {
      "0": 0,
      "about": 0,
      "around": 0,
      "as": 0,
      "at": 0,
      "behind": 0,
      "during": 0,
      "for": 0,
      "from": 0,
      "in": 0,
      "into": 0,
      "of": 0,
      "on": 0,
      "to": 0,
      "with": 0
    }
  },
  "label_metrics_available": true
}