{
  "schema_version": "ocme-reviewed-question-reader-v1",
  "question_id": "q-20261014-advance-20261030-r07-convergence-in-probability-0023",
  "pilot_number": "R0029-15023",
  "number": 15023,
  "family_id": "qf-mod30-convprob-deviation-probability",
  "title": {
    "zh-Hant": "第 15023 題：依機率收斂",
    "en": "Question 15023: Evaluate the Deviation Profile Only at a Valid Probability Index"
  },
  "original_question": {
    "schema_version": "ocme-question-v0.1",
    "id": "q-20261014-advance-20261030-r07-convergence-in-probability-0023",
    "batch_id": "batch-20261014-advance-20261030-r07-convergence-in-probability-foundations",
    "language": "zh-Hant",
    "source_mko_ids": [
      "mko-convergence-in-probability"
    ],
    "title_zh": "依機率收斂",
    "stem_zh": "共同機率空間與forall epsilon tail責任。操作=convprob-deviation-probability；資料={\"numerator\":3,\"shift\":3,\"n\":23}。請依 [numerator,shift,n,probability] 欄序回答。",
    "answer": {
      "kind": "expression",
      "value": "(3, 3, 23, 3/26)",
      "explanation_zh": "Wave4第四層核對=(3, 3, 23, 3/26)；依完整明示資料重算；完整有限／symbolic tail證書不自動升格為未聲明的一般定理；finite prefix不足且只接受symbolic tail或eventual equality；不混同almost sure Lp或distribution convergence。"
    },
    "difficulty": {
      "band": "undergraduate_core",
      "level": 3,
      "skills": [
        "依機率收斂"
      ]
    },
    "variant": {
      "family_id": "qf-mod30-convprob-deviation-probability",
      "seed": 202610307023,
      "parameters": {
        "numerator": 3,
        "shift": 3,
        "n": 23,
        "domain": "Symbolic_deviation_probability_tail",
        "operation": "convprob-deviation-probability",
        "semantic_template": "qf-mod30-convprob-deviation-probability/{\"n\":23,\"numerator\":3,\"shift\":3}"
      }
    },
    "verification": {
      "status": "candidate",
      "checks": [
        "producer_exact_finite_model",
        "producer_source_snapshot_check",
        "producer_substantive_template_deduplication",
        "producer_json_schema"
      ],
      "warning_zh": "候選須主端重算；不構成人工審定、一般域／Hilbert／martingale／無限基數／一般收斂、Lean或Evidence。"
    },
    "provenance": {
      "generator_role": "question_producer",
      "generator_model": "model_unknown",
      "generated_at": "2026-10-14",
      "contract_version": "ocme-question-factory-v0.1"
    }
  },
  "original_english_edition": {
    "schema_version": "ocme-question-localization-v0.1",
    "question_id": "q-20261014-advance-20261030-r07-convergence-in-probability-0023",
    "batch_id": "batch-20261014-advance-20261030-r07-convergence-in-probability-foundations",
    "locale": "en",
    "translation_state": "ai_candidate",
    "source": {
      "question_sha256": "4905707f3edfef4fb8c860639222d253e9426cdc6b84b71c748e14f55d44f156",
      "family_id": "qf-mod30-convprob-deviation-probability",
      "seed": 202610307023,
      "semantic_template": "qf-mod30-convprob-deviation-probability/{\"n\":23,\"numerator\":3,\"shift\":3}"
    },
    "fields": {
      "title": "Evaluate the Deviation Profile Only at a Valid Probability Index",
      "stem": "Use the declared rational deviation-probability tail p_n=3/(n+3) on nonnegative integer indices where this value belongs to[0,1], starting no earlier than max(0,numerator-shift). The common probability space and infinite-process interpretation remain declared premises, not constructions inferred from finitely many numbers. Keep exact reduced rational outputs with positive denominators, omitting /1 for integers. Evaluate index n=23. Give (numerator,shift,n,deviation_probability).",
      "answer": {
        "kind": "expression",
        "value": "(3, 3, 23, 3/26)",
        "explanation": "The supplied index must lie in the declared probability domain. Evaluate the exact rational value without clipping it to1, renormalizing it or silently shifting the index. One value does not establish convergence for every epsilon. The exact result, retaining the requested order, is (3, 3, 23, 3/26)."
      },
      "skills": [
        "Evaluate the Deviation Profile Only at a Valid Probability Index"
      ],
      "verification_warning": "This is a candidate exercise. Mechanical recomputation checks only the stated conditions and this instance; it is neither a formal proof nor human review."
    }
  },
  "givens": [
    {
      "id": "G001",
      "text": {
        "zh-Hant": "共同機率空間與forall epsilon tail責任。操作=convprob-deviation-probability；資料={\"numerator\":3,\"shift\":3,\"n\":23}。請依 [numerator,shift,n,probability] 欄序回答。",
        "en": "Use the declared rational deviation-probability tail p_n=3/(n+3) on nonnegative integer indices where this value belongs to[0,1], starting no earlier than max(0,numerator-shift). The common probability space and infinite-process interpretation remain declared premises, not constructions inferred from finitely many numbers. Keep exact reduced rational outputs with positive denominators, omitting /1 for integers. Evaluate index n=23. Give (numerator,shift,n,deviation_probability)."
      }
    }
  ],
  "steps": [
    {
      "id": "S001",
      "uses": [
        "G001"
      ],
      "before": "positive profile parameters c=3;s=3;raw fraction=c/(n+s)",
      "after": "nonnegative valid probability indices start at=0;only there0<profile<=1",
      "relation": "implies",
      "rule_id": "deviation_profile_probability_domain_not_clipping",
      "conditions": [],
      "explanation": {
        "zh-Hant": "分母正且值≤1要求n+s≥c；保留原索引，不把大於1的值截斷或默默平移。這步只核算術域，無限process／共同空間仍須宣告，有限prefix族不因此取得無限延續前提。",
        "en": "A positive denominator and value≤1 require n+s≥c.Keep the original index;do not clip values above1 or silently shift them.This checks arithmetic domain only.The infinite-process/common-space interpretation remains declared,and the prefix-only family gains no infinite continuation premise."
      },
      "reverse_audit": {
        "kind": "premise_and_result_audit",
        "explanation": {
          "zh-Hant": "回到原始資料與本步條件核對，不把單向推論誤稱等價。",
          "en": "Check against the original data and this step's premises; a one-way implication is not an equivalence."
        }
      },
      "arithmetic": null
    },
    {
      "id": "S002",
      "uses": [
        "G001",
        "S001"
      ],
      "before": "deviation denominator at original index := sum(23, 3)",
      "after": "deviation denominator at original index = 26",
      "relation": "calculation",
      "rule_id": "exact_rational_arithmetic",
      "conditions": [],
      "explanation": {
        "zh-Hant": "依原始角色與已核中間量精確計算；保留分母、嚴格條件、索引及正負號。",
        "en": "Compute exactly from original roles and established intermediates,retaining denominators,strict guards,indices and signs."
      },
      "reverse_audit": {
        "kind": "premise_and_result_audit",
        "explanation": {
          "zh-Hant": "以精確有理數重算 deviation denominator at original index，不以小數近似替代。",
          "en": "Recompute deviation denominator at original index with exact rational arithmetic, not rounded decimals."
        }
      },
      "arithmetic": {
        "operation": "sum",
        "inputs": [
          "23",
          "3"
        ],
        "output": "26",
        "label": "deviation denominator at original index"
      }
    },
    {
      "id": "S003",
      "uses": [
        "G001",
        "S002"
      ],
      "before": "deviation probability at original index := div(3, 26)",
      "after": "deviation probability at original index = 3/26",
      "relation": "calculation",
      "rule_id": "exact_rational_arithmetic",
      "conditions": [],
      "explanation": {
        "zh-Hant": "依原始角色與已核中間量精確計算；保留分母、嚴格條件、索引及正負號。",
        "en": "Compute exactly from original roles and established intermediates,retaining denominators,strict guards,indices and signs."
      },
      "reverse_audit": {
        "kind": "premise_and_result_audit",
        "explanation": {
          "zh-Hant": "以精確有理數重算 deviation probability at original index，不以小數近似替代。",
          "en": "Recompute deviation probability at original index with exact rational arithmetic, not rounded decimals."
        }
      },
      "arithmetic": {
        "operation": "div",
        "inputs": [
          "3",
          "26"
        ],
        "output": "3/26",
        "label": "deviation probability at original index"
      }
    }
  ],
  "math_model": {
    "result": [
      3,
      3,
      23,
      "3/26"
    ]
  },
  "conclusion": {
    "canonical_value": "(3, 3, 23, 3/26)",
    "explanation": {
      "zh-Hant": "依上列完整代值及條件核對得到原題答案；原題編號、格式與狀態保持不變。",
      "en": "The full substitutions and premise checks give the original answer; source identity,format and status are unchanged."
    }
  },
  "definition_note": {
    "zh-Hant": "沿用原題明示的論域、假設與來源 MKO 定義。本題已完成第二對話數理與中英語義覆核，並由原始參數逐題獨立重算模型、答案與每個算術步驟；原題仍為 candidate。",
    "en": "Use the original question domain, assumptions and cited MKO definitions. This item has second-context mathematical and bilingual review, with the model, answer and every arithmetic step independently recomputed from the original parameters; the source question remains a candidate."
  },
  "source": {
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      "batch_path": "public/data/questions/revisions/ocme-parameter-revision-20261017/batch-20261014-advance-20261030-r07-convergence-in-probability-foundations/questions.jsonl",
      "batch_sha256": "d7c47d3e90c56e1c29fd84b1df706b21e2a32f6cb096069ad21f4d2c85515aa8",
      "original_line": 23,
      "original_line_sha256": "fcb1c594a9d54039321a41317377818f7f7b39e02fb69a76fd46d258f6318c38",
      "question_compact_sha256": "4905707f3edfef4fb8c860639222d253e9426cdc6b84b71c748e14f55d44f156",
      "english_row_compact_sha256": "a88d37ecb9605acfe3b0a15e5bfe537bec68120acb925488373bda2061be30e0",
      "english_manifest_path": "public/data/i18n/editions/batch-20261014-advance-20261030-r07-convergence-in-probability-foundations.en.json",
      "english_rows_path": "public/data/i18n/questions/batch-20261014-advance-20261030-r07-convergence-in-probability-foundations.en.jsonl"
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        "original_path": "public/data/mko/convergence-in-probability.json",
        "english_path": "public/data/i18n/editions/mko-convergence-in-probability.en.json"
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    },
    "selected_manifest_sha256": "5233edba9654a6cffd8b6b2d83c932f82ded15f9c0b7c733bd049943e672acff",
    "selected_part_sha256": "54de60dca082018923bf089f2b1eb0a6666cc401916115af792056c8bae935db",
    "original_candidate_sha256": "536d7d6cce27807d02f8a2951f6adf6d7a72052a6852182feebd266209993d9b",
    "original_candidate_line_sha256": "536d7d6cce27807d02f8a2951f6adf6d7a72052a6852182feebd266209993d9b"
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  "historical_source_state": {
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      "derivation": "candidate_authored_and_locally_checked",
      "source_question_state": "candidate",
      "independent_AI_or_human_review": "NOT_PERFORMED",
      "formalization": "not_formalized",
      "Lean": "NOT_RUN"
    },
    "scope_note": {
      "zh-Hant": "來源綁定教學推導候選；精確核對不等於獨立AI／人工審查或一般形式證明。原題、答案、MKO、公式、AST與歷史不變。",
      "en": "Source-bound pedagogical derivation candidate.Exact checking is not independent AI/human review or general formal proof.Original questions,answers,MKOs,formulas,ASTs and history remain unchanged."
    },
    "label": "Frozen producer metadata; current per-question review is separate below."
  },
  "revision": {
    "id": "review-20261026-007-p30",
    "review_date": "2026-10-26",
    "owner_authorized_reader_publication": true,
    "scope": "One hundred sixty family prototypes and their mathematical/bilingual reasoning variants, stems, boundary statements and every distinct explanation shape were reviewed in a context independent of the producer; parameter substitutions, source bindings, full math models, both answer strings and every arithmetic step were independently reconstructed per question from the original parameters only, with negative controls. This grouped method does not claim a separate literal AI reading of every repeated sentence or an extra AI voter.",
    "review_receipts": {
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      "question_first_witness_sha256": "c7920a0ff8e724b7e566ebbda30b31d8087c136974b62f8c760fbd26ab816117"
    },
    "status": "second_context_reviewed",
    "mathematical_semantics": true,
    "bilingual_semantics": true,
    "steps_reviewed": 3,
    "method": "family_template_semantic_review_plus_independent_per_instance_reconstruction",
    "exact_question_first_check": {
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    "formalization": "not_formalized",
    "Lean": "NOT_RUN",
    "Canonical_truth_promotion": false,
    "authority": "Owner-authorized reviewed reader publication; original question/candidate states remain historical and unchanged."
  }
}
