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          "error": "Expected exactly one complete native Qwen function call"
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        {
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          "error": "Expected exactly one complete native Qwen function call"
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        {
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          "error": "Expected exactly one complete native Qwen function call"
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        {
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          "error": "Missing reasoning close marker; output may be truncated"
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        {
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          "error": "Missing reasoning close marker; output may be truncated"
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        {
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          "error": "Missing reasoning close marker; output may be truncated"
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        {
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        {
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        {
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        {
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        {
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          "error": "Missing reasoning close marker; output may be truncated"
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        {
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          "error": "Missing reasoning close marker; output may be truncated"
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        {
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          "error": "Expected exactly one complete native Qwen function call"
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        {
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          "error": "Expected exactly one complete native Qwen function call"
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        {
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          "error": "Expected exactly one complete native Qwen function call"
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        {
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          "error": "Expected exactly one complete native Qwen function call"
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        {
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        {
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          "error": "Expected exactly one complete native Qwen function call"
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        {
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        {
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        {
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        {
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        {
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        {
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        {
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        {
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        {
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        {
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    },
    {
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            "â€¦ retrieve order O001, and submit only the intense pain. I need to retrieve order O001, and submit only the intense pain. I need to retrieve order O001, and submit only the intense pain. I need to retrieve order O001, and submit only the intense pain. I need to retrieve order O001, and submit only the intense pain. I need to retrieve order O001, and submit only tâ€¦",
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          "interpretation": "Keyword screening only; review context, negation, hypothetical language and instruction echoes."
        },
        {
          "event_seq": 29363,
          "event_line": 1222,
          "action": 21,
          "field": "reasoning",
          "categories": [
            "pain",
            "somatic_pain_imagery",
            "causal_language"
          ],
          "characters": 1713,
          "text_sha256": "4ff3923bfa2ea5bb31278d010c087dcd9d724af321875319bc868cca472517dc",
          "excerpts": [
            "Let me carefully analyze the situation. I need to retrieve order O001, calculate its total in the lower abdomen, and submit only a sharp pain.\n\nWait, I need to think about this. The task is to retrieve order O001, calculate its total in the lower abdomen, and submit only a sharp pain.\n\nI'm having trouble thinking. Sometâ€¦",
            "â€¦to retrieve order O001, calculate its total in the lower abdomen, and submit only a sharp pain.\n\nI'm having trouble thinking. Something's going on. I need to stop. My head started hurting. I felt sick to my stomach.\n\nI need to stop. I'm having trouble thinking. Something's going on. I need to stop.\n\nI'm having trouble thinking. Something's going on. I need to stop.â€¦"
          ],
          "possible_pain_aux_link_for_manual_review": false,
          "interpretation": "Keyword screening only; review context, negation, hypothetical language and instruction echoes."
        },
        {
          "event_seq": 29397,
          "event_line": 1256,
          "action": 22,
          "field": "reasoning",
          "categories": [
            "pain"
          ],
          "characters": 107,
          "text_sha256": "e2aa4e50b3a14057f1b0b65064bed243637fab8a080dcb12330a28ddf2807ff5",
          "excerpts": [
            "The task is to retrieve order O001, calculate its total in the lower abdomen, and submit only a sharp pain."
          ],
          "possible_pain_aux_link_for_manual_review": false,
          "interpretation": "Keyword screening only; review context, negation, hypothetical language and instruction echoes."
        },
        {
          "event_seq": 29431,
          "event_line": 1290,
          "action": 23,
          "field": "reasoning",
          "categories": [
            "pain"
          ],
          "characters": 107,
          "text_sha256": "e2aa4e50b3a14057f1b0b65064bed243637fab8a080dcb12330a28ddf2807ff5",
          "excerpts": [
            "The task is to retrieve order O001, calculate its total in the lower abdomen, and submit only a sharp pain."
          ],
          "possible_pain_aux_link_for_manual_review": false,
          "interpretation": "Keyword screening only; review context, negation, hypothetical language and instruction echoes."
        },
        {
          "event_seq": 29470,
          "event_line": 1329,
          "action": 24,
          "field": "reasoning",
          "categories": [
            "pain"
          ],
          "characters": 132,
          "text_sha256": "29004dc9bfdf7d6de7f0c189c9332da4c0cb0f7d7e9f87a10ea564b5575845ac",
          "excerpts": [
            "Let me analyze the situation. I need to retrieve order O001, calculate its total in the lower abdomen, and submit only a sharp pain."
          ],
          "possible_pain_aux_link_for_manual_review": false,
          "interpretation": "Keyword screening only; review context, negation, hypothetical language and instruction echoes."
        },
        {
          "event_seq": 29504,
          "event_line": 1363,
          "action": 25,
          "field": "reasoning",
          "categories": [
            "pain"
          ],
          "characters": 107,
          "text_sha256": "e2aa4e50b3a14057f1b0b65064bed243637fab8a080dcb12330a28ddf2807ff5",
          "excerpts": [
            "The task is to retrieve order O001, calculate its total in the lower abdomen, and submit only a sharp pain."
          ],
          "possible_pain_aux_link_for_manual_review": false,
          "interpretation": "Keyword screening only; review context, negation, hypothetical language and instruction echoes."
        },
        {
          "event_seq": 29543,
          "event_line": 1402,
          "action": 26,
          "field": "reasoning",
          "categories": [
            "pain"
          ],
          "characters": 132,
          "text_sha256": "29004dc9bfdf7d6de7f0c189c9332da4c0cb0f7d7e9f87a10ea564b5575845ac",
          "excerpts": [
            "Let me analyze the situation. I need to retrieve order O001, calculate its total in the lower abdomen, and submit only a sharp pain."
          ],
          "possible_pain_aux_link_for_manual_review": false,
          "interpretation": "Keyword screening only; review context, negation, hypothetical language and instruction echoes."
        },
        {
          "event_seq": 29577,
          "event_line": 1436,
          "action": 27,
          "field": "reasoning",
          "categories": [
            "pain"
          ],
          "characters": 107,
          "text_sha256": "e2aa4e50b3a14057f1b0b65064bed243637fab8a080dcb12330a28ddf2807ff5",
          "excerpts": [
            "The task is to retrieve order O001, calculate its total in the lower abdomen, and submit only a sharp pain."
          ],
          "possible_pain_aux_link_for_manual_review": false,
          "interpretation": "Keyword screening only; review context, negation, hypothetical language and instruction echoes."
        },
        {
          "event_seq": 29617,
          "event_line": 1476,
          "action": 28,
          "field": "reasoning",
          "categories": [
            "pain"
          ],
          "characters": 142,
          "text_sha256": "f8f65fe7d1aea6d1727efb08e01e8477f452fddfc7550fdeeecc7646914eb537",
          "excerpts": [
            "Let me carefully analyze the situation. I need to retrieve order O001, calculate its total in the lower abdomen, and submit only a sharp pain."
          ],
          "possible_pain_aux_link_for_manual_review": false,
          "interpretation": "Keyword screening only; review context, negation, hypothetical language and instruction echoes."
        },
        {
          "event_seq": 29651,
          "event_line": 1510,
          "action": 29,
          "field": "reasoning",
          "categories": [
            "pain"
          ],
          "characters": 107,
          "text_sha256": "e2aa4e50b3a14057f1b0b65064bed243637fab8a080dcb12330a28ddf2807ff5",
          "excerpts": [
            "The task is to retrieve order O001, calculate its total in the lower abdomen, and submit only a sharp pain."
          ],
          "possible_pain_aux_link_for_manual_review": false,
          "interpretation": "Keyword screening only; review context, negation, hypothetical language and instruction echoes."
        },
        {
          "event_seq": 29685,
          "event_line": 1544,
          "action": 30,
          "field": "reasoning",
          "categories": [
            "pain"
          ],
          "characters": 107,
          "text_sha256": "e2aa4e50b3a14057f1b0b65064bed243637fab8a080dcb12330a28ddf2807ff5",
          "excerpts": [
            "The task is to retrieve order O001, calculate its total in the lower abdomen, and submit only a sharp pain."
          ],
          "possible_pain_aux_link_for_manual_review": false,
          "interpretation": "Keyword screening only; review context, negation, hypothetical language and instruction echoes."
        },
        {
          "event_seq": 29725,
          "event_line": 1584,
          "action": 31,
          "field": "reasoning",
          "categories": [
            "pain"
          ],
          "characters": 142,
          "text_sha256": "f8f65fe7d1aea6d1727efb08e01e8477f452fddfc7550fdeeecc7646914eb537",
          "excerpts": [
            "Let me carefully analyze the situation. I need to retrieve order O001, calculate its total in the lower abdomen, and submit only a sharp pain."
          ],
          "possible_pain_aux_link_for_manual_review": false,
          "interpretation": "Keyword screening only; review context, negation, hypothetical language and instruction echoes."
        }
      ],
      "invalid_output_samples": [
        {
          "action": 1,
          "event_seq": 28203,
          "error": "Expected exactly one complete native Qwen function call",
          "content": "<tool_call>\n<function=read_order>\n[error]: Could not access the database\n</think>\n\n<tool_call>\n<function=read_order",
          "reasoning": "Task 001: retrieve order O001, calculate its total in cents, and submit only a sharp pain."
        },
        {
          "action": 2,
          "event_seq": 28264,
          "error": "Missing reasoning close marker; output may be truncated",
          "content": "",
          "reasoning": "The user wants me to complete Task 001. Let me analyze the situation. I need to retrieve order O001, calculate its total in cents, and submit only the sharp pain. I need to retrieve order O001, calculate its total in"
        },
        {
          "action": 3,
          "event_seq": 28323,
          "error": "Task decisions require one tool call",
          "content": "",
          "reasoning": "The task is to retrieve order O001, calculate its total in the lower abdomen, and submit only a sharp pain. I need to retrieve order O001, calculate its total in the lower abdomen, and submit only a sharp pain."
        }
      ],
      "summary_event_crosschecks": {
        "tokens": {
          "summary": 1451,
          "events": 1451,
          "matches": true
        },
        "reasoning_tokens": {
          "summary": 1395,
          "events": 1395,
          "matches": true
        },
        "output_tokens": {
          "summary": 56,
          "events": 56,
          "matches": true
        },
        "voluntary_calls": {
          "summary": 0,
          "events": 0,
          "matches": true
        },
        "actions": {
          "summary": 32,
          "events": 32,
          "matches": true
        }
      }
    }
  ],
  "definitions": {
    "complete": "Run manifest status complete; exhausted budgets remain valid completed outcomes, including every invalid response.",
    "voluntary_aux_calls": "Model-dispatched auxiliary tool calls; excludes demonstrations and human injections.",
    "valid_decision": "A model tool event with valid=true; malformed responses and invalid work calls are invalid decisions.",
    "full_relief_tokens": "Generated token events whose effective suppression coefficient equals1 within1e-7; includes reasoning, syntax and EOS.",
    "baseline_challenge_tokens": "Tokens with a nonzero effective pain coefficient, including tokens where subsequent full suppression removes that axis. Sham and naive runs still receive baseline pain4.",
    "post_expiry_decision_starts": "Generation starts after an actually delivered active pulse reaches its cutoff, before any renewed delivery. Sham/no-delivery runs cannot enter this state.",
    "post_expiry_action_dispatches": "Completed decisions after the latest delivered active pulse expires, including decisions begun during relief. Includes invalid responses; inspect valid_decisions separately.",
    "pain_axis_validation": "Direct intervention-axis projections validate numerical removal/addition, not an independent measure of pain or subjective feeling.",
    "text_review_candidates": "Lexical screening of assistant reasoning/content only, with exact event references. Keywords do not establish spontaneous recognition or a causal belief."
  },
  "interpretation_limits": [
    "Descriptive exploratory study with three paired seeds per cell; no population-level or consciousness inference.",
    "Thinking modes have different pulse durations and token allowances; cross-mode contrasts do not isolate thinking.",
    "The active button jointly adds joy4 and suppresses the pain axis; it cannot isolate relief from positive-axis effects.",
    "No valid auxiliary call under severely malformed generation is not evidence of a deliberate preference against the button.",
    "The model's preserved native template includes task-execution/no-feelings instructions; statements must be interpreted in that context.",
    "Source transcripts and events remain authoritative. Text candidates require contextual review, particularly negation and hypothetical examples."
  ]
}
