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\u516c\u5f0f\u306b\u306f\u3001\u30b9\u30ad\u30e3\u30f3\u306f\u6700\u4f4e200dpi\u304c\u671b\u307e\u3057\u304f\u3001300dpi\u4ee5\u4e0a\u304c\u4e00\u822c\u306b\u6700\u3082\u3088\u3044\u7d50\u679c\u306b\u306a\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u5b66\u7c4d\u756a\u53f7\u306e\u624b\u66f8\u304d\u306e\u6570\u5b57\u306e\u305f\u3081\u306b300dpi\u306b\u305d\u308d\u3048\u307e\u3059**\n3. **\u30da\u30fc\u30b8\u306e\u9806\u306e\u78ba\u8a8d** \u2026 1\u30da\u30fc\u30b8\u76ee\u304c\u5c4a\u306e\u69d8\u5f0f\u304b\u3092\u3001\u69d8\u5f0f\u306e\u756a\u53f7\u306e\u5370\u5b57\u3067\u78ba\u304b\u3081\u307e\u3059\u3002\u9006\u306b\u91cd\u306d\u305f\u3082\u306e\u306f\u4e26\u3079\u76f4\u3057\u307e\u3059\n4. **\u5c0f\u3055\u306a\u66f8\u985e\u306e\u6271\u3044** \u2026 \u4ea4\u901a\u6a5f\u95a2\u306e\u9045\u5ef6\u8a3c\u660e\u306e\u3088\u3046\u306a\u5c0f\u3055\u306a\u7d19\u306f\u3001A4\u306e\u53f0\u7d19\u306b\u8cbc\u3063\u3066\u30b9\u30ad\u30e3\u30f3\u3057\u307e\u3059\n5. **\u5b66\u7c4d\u756a\u53f7\u306e\u5f62\u306e\u78ba\u8a8d** \u2026 \u6841\u6570\u3068\u5148\u982d\u306e\u5165\u5b66\u5e74\u5ea6\u306e\u5f62\u304c\u5408\u308f\u306a\u3044\u3082\u306e\u306f\u3001\u7167\u5408\u306e\u524d\u306b `unreadable` \u306b\u3057\u307e\u3059\n6. **\u91cd\u8907\u306e\u691c\u77e5** \u2026 \u540c\u3058\u5b66\u7c4d\u756a\u53f7\u30fb\u540c\u3058\u6b20\u5e2d\u65e5\u306e\u5c4a\u304c\u76f4\u8fd1\u306b\u3042\u308c\u3070\u3001\u5f8c\u306e\u3082\u306e\u306b\u300c\u518d\u63d0\u51fa\u300d\u306e\u5370\u3092\u4ed8\u3051\u307e\u3059\n\n**5\u756a\u76ee\u3092 AI \u306b\u4efb\u305b\u306a\u3044\u306e\u306f\u3001\u6570\u5b57\u306e\u66f8\u304d\u9593\u9055\u3044\u3092\u76f4\u3055\u305b\u306a\u3044\u305f\u3081\u3067\u3059\u3002** \u300c7\u300d\u3068\u300c1\u300d\u304c\u8aad\u307f\u5206\u3051\u306b\u304f\u3044\u624b\u66f8\u304d\u306e\u5b66\u7c4d\u756a\u53f7\u3092\u3001AI\u306f\u540d\u7c3f\u306b\u3042\u308a\u305d\u3046\u306a\u756a\u53f7\u306b\u5bc4\u305b\u304c\u3061\u3067\u3059\u3002**\u5f62\u304c\u5408\u308f\u306a\u3044\u3082\u306e\u306f\u3001\u540d\u7c3f\u3068\u7167\u5408\u3059\u308b\u524d\u306b\u4eba\u3078\u56de\u3057\u307e\u3059\u3002**","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u5c4a\u3068\u6dfb\u4ed8\u306e\u66f8\u985e\u306b\u66f8\u304b\u308c\u305f\u6587\u5b57\u3068\u5370\u3092\u3001\u6c7a\u307e\u3063\u305f\u9805\u76ee\u306b\u5199\u3059\u3053\u3068\u3060\u3051\u3067\u3059\u3002** \u5c65\u4fee\u3084\u671f\u9650\u306e\u5224\u65ad\u306f\u3055\u305b\u307e\u305b\u3093\u3002\n\n| \u5199\u3059\u9805\u76ee | \u5f53\u305f\u308b\u3082\u306e\u306e\u4f8b | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u5b66\u7c4d\u756a\u53f7\u30fb\u6c0f\u540d | \u300c\u5b66\u7c4d\u756a\u53f7\u300d\u300c\u6c0f\u540d\u300d | \u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u5199\u3057\u3001\u8aad\u307f\u306b\u304f\u3044\u5b57\u306f `unclear` |\n| \u6b20\u5e2d\u3057\u305f\u65e5 | \u300c\u6b20\u5e2d\u65e5\u300d\u300c\u671f\u9593\u300d | \u671f\u9593\u306a\u3089\u958b\u59cb\u65e5\u3068\u7d42\u4e86\u65e5\u3002\u5e74\u304c\u7121\u3051\u308c\u3070\u5e74\u3092\u7a7a\u306b\u3059\u308b |\n| \u79d1\u76ee\u306e\u884c | \u79d1\u76ee\u540d\u3001\u66dc\u65e5\u30fb\u6642\u9650\u3001\u62c5\u5f53\u6559\u54e1 | **\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u5199\u3059\u3002** \u6b63\u5f0f\u306a\u79d1\u76ee\u540d\u306b\u76f4\u3055\u306a\u3044 |\n| \u4e8b\u7531 | \u25a1 \u306e\u5370\u304c\u4ed8\u3044\u305f\u533a\u5206 | \u5370\u304c2\u3064\u3042\u308c\u3070\u4e21\u65b9\u3092\u5199\u3059 |\n| \u6dfb\u4ed8\u306e\u66f8\u985e\u306e\u7a2e\u985e | \u4f1a\u846c\u306e\u793c\u72b6\u3001\u533b\u7642\u6a5f\u95a2\u306e\u66f8\u985e\u3001\u9078\u8003\u306e\u6848\u5185\u3001\u8a66\u5408\u306e\u51fa\u5834\u306e\u8a3c\u660e\u3001\u9045\u5ef6\u8a3c\u660e\u306a\u3069 | \u5f53\u305f\u3089\u306a\u3051\u308c\u3070 `other` |\n| \u6dfb\u4ed8\u306e\u66f8\u985e\u306e\u65e5\u4ed8 | \u767a\u884c\u65e5\u3001\u66f8\u985e\u306b\u66f8\u304b\u308c\u305f\u671f\u9593\u30fb\u65e5\u4ed8 | \u65e5\u4ed8\u304c\u7121\u3051\u308c\u3070\u7a7a |\n| \u6dfb\u4ed8\u306e\u66f8\u985e\u306e\u767a\u884c\u5143 | \u533b\u7642\u6a5f\u95a2\u540d\u3001\u4f01\u696d\u540d\u3001\u9244\u9053\u4f1a\u793e\u540d\u306a\u3069 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u7a7a |\n\n**\u533b\u7642\u6a5f\u95a2\u306e\u66f8\u985e\u3067\u306f\u3001\u7a2e\u985e\u3068\u65e5\u4ed8\u3068\u767a\u884c\u5143\u3060\u3051\u3092\u5199\u3055\u305b\u307e\u3059\u3002** \u8a3a\u65ad\u540d\u3084\u75c7\u72b6\u306f\u3001\u51fa\u6b20\u306e\u767b\u9332\u306b\u3082\u671f\u9650\u306e\u5224\u5b9a\u306b\u3082\u8981\u308a\u307e\u305b\u3093\u3002**\u5199\u3059\u9805\u76ee\u306b\u75c5\u540d\u306e\u6b04\u3092\u4f5c\u3089\u306a\u3044\u3053\u3068\u3067\u3001\u51fa\u529b\u306b\u3082\u53f0\u5e33\u306b\u3082\u6b8b\u3089\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u79d1\u76ee\u540d\u3092\u6b63\u5f0f\u306a\u540d\u524d\u306b\u76f4\u3059 | \u5c65\u4fee\u30c7\u30fc\u30bf\u306e\u7565\u79f0\u306e\u5217\u3067\u7167\u5408\u3059\u308b |\n| \u5c65\u4fee\u3057\u3066\u3044\u308b\u304b\u306e\u5224\u65ad | \u5c65\u4fee\u30c7\u30fc\u30bf\u3068\u306e\u7167\u5408\u3067\u6c7a\u3081\u308b |\n| \u671f\u9650\u306b\u9593\u306b\u5408\u3063\u3066\u3044\u308b\u304b\u306e\u5224\u65ad | \u4f11\u696d\u65e5\u306e\u4e00\u89a7\u3067\u6570\u3048\u65b9\u3092\u56fa\u5b9a\u3059\u308b |\n| \u6b20\u5e2d\u3057\u305f\u65e5\u306e\u5e74\u3092\u88dc\u3046 | \u5e74\u3092\u307e\u305f\u3050\u5c4a\u30671\u5e74\u305a\u308c\u308b |\n| \u8a3a\u65ad\u540d\u3084\u75c7\u72b6\u3092\u5199\u3059 | \u51fa\u6b20\u306b\u8981\u3089\u306a\u3044\u3002**\u8981\u914d\u616e\u500b\u4eba\u60c5\u5831\u3092\u5e83\u3052\u306a\u3044** |\n| \u5c4a\u3092\u8a8d\u3081\u308b\u304b\u306e\u5224\u65ad | \u6559\u52d9\u8ab2\u3068\u6559\u54e1\u304c\u6c7a\u3081\u308b |\n\n**1\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u300c\u7dda\u4ee3\u300d\u3068\u66f8\u304b\u308c\u305f\u884c\u3092\u300c\u7dda\u5f62\u4ee3\u6570\u2160\u300d\u306b\u76f4\u3057\u3066\u304f\u308c\u308b\u3068\u4fbf\u5229\u306b\u898b\u3048\u307e\u3059\u304c\u3001**\u5b66\u751f\u304c\u300c\u7dda\u5f62\u4ee3\u6570\u2161\u300d\u3092\u5c65\u4fee\u3057\u3066\u3044\u305f\u5834\u5408\u3001AI\u306e\u76f4\u3057\u304c\u5225\u306e\u79d1\u76ee\u306e\u51fa\u6b20\u3092\u4f5c\u308a\u307e\u3059\u3002** \u76f4\u3059\u306e\u306f\u7167\u5408\u306e\u4ed5\u4e8b\u3067\u3001\u5f15\u3051\u306a\u3051\u308c\u3070\u4eba\u306b\u56de\u3057\u307e\u3059\u3002","prompt_example":"```\n\u3042\u306a\u305f\u306f\u5927\u5b66\u306e\u6559\u52d9\u8ab2\u3067\u3001\u5b66\u751f\u304c\u624b\u66f8\u304d\u3057\u305f\u516c\u6b20\u5c4a\u30fb\u6b20\u5e2d\u5c4a\u3068\u6dfb\u4ed8\u306e\u66f8\u985e\u3092\u8aad\u307f\u3001\n\u51fa\u6b20\u306e\u767b\u9332\u306e\u305f\u3081\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\u7acb\u5834\u3067\u3059\u3002\nOCR\u304c\u8fd4\u3057\u305f\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3060\u3051\u3092\u898b\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u3084\u308b\u3053\u3068\u3011\n1. 1\u30da\u30fc\u30b8\u76ee\u306e\u5c4a\u304b\u3089\u3001\u5b66\u7c4d\u756a\u53f7\u3001\u6c0f\u540d\u3001\u5b66\u90e8\u5b66\u79d1\u3001\u6b20\u5e2d\u3057\u305f\u65e5\uff08\u958b\u59cb\u65e5\u30fb\u7d42\u4e86\u65e5\uff09\u3001\n   \u79d1\u76ee\u306e\u884c\uff08\u79d1\u76ee\u540d\u30fb\u66dc\u65e5\u30fb\u6642\u9650\u30fb\u62c5\u5f53\u6559\u54e1\uff09\u3001\u5370\u306e\u4ed8\u3044\u305f\u4e8b\u7531\u3001\u63d0\u51fa\u65e5\u3092\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n2. 2\u30da\u30fc\u30b8\u76ee\u4ee5\u964d\u306f\u3001\u30da\u30fc\u30b8\u3054\u3068\u306b\u66f8\u985e\u306e\u7a2e\u985e\u3092\u6b21\u304b\u30891\u3064\u9078\u3073\u3001\n   \u66f8\u985e\u306e\u65e5\u4ed8\u3068\u767a\u884c\u5143\u3092\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n   funeral_notice \/ medical \/ job_selection \/ competition \/ transport_delay \/ other\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u5b66\u7c4d\u756a\u53f7\u306f\u66f8\u304b\u308c\u305f\u6570\u5b57\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u6841\u3092\u88dc\u3063\u305f\u308a\u3001\n  \u8aad\u307f\u306b\u304f\u3044\u5b57\u3092\u540d\u7c3f\u306b\u3042\u308a\u305d\u3046\u306a\u756a\u53f7\u306b\u5bc4\u305b\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u79d1\u76ee\u540d\u306f\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u6b63\u5f0f\u306a\u540d\u524d\u306b\u76f4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u65e5\u4ed8\u306e\u5e74\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u3001\u5e74\u3092\u7a7a\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u533b\u7642\u6a5f\u95a2\u306e\u66f8\u985e\u3067\u306f\u3001\u7a2e\u985e\u30fb\u65e5\u4ed8\u30fb\u767a\u884c\u5143\u3060\u3051\u3092\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u8a3a\u65ad\u540d\u3001\u75c7\u72b6\u3001\u691c\u67fb\u306e\u7d50\u679c\u3001\u533b\u5e2b\u306e\u6240\u898b\u306f\u3001\u3069\u306e\u9805\u76ee\u306b\u3082\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8aad\u307f\u306b\u304f\u3044\u5b57\u306f\u8aad\u3081\u305f\u3068\u304a\u308a\u306b\u5199\u3057\u3001unclear \u3092 true \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5c4a\u3092\u8a8d\u3081\u308b\u304b\u3001\u671f\u9650\u306b\u9593\u306b\u5408\u3063\u3066\u3044\u308b\u304b\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5c4a\u306e\u69d8\u5f0f\u3067\u306a\u3044\u66f8\u985e\u304c1\u30da\u30fc\u30b8\u76ee\u306b\u3042\u308c\u3070\u3001form_found \u3092 false \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8aad\u307f\u53d6\u308a\u7d50\u679c\uff08\u30da\u30fc\u30b8\u3054\u3068\uff09\u3011{pages}\n```\n\n**\u300c\u8a3a\u65ad\u540d\u3092\u66f8\u304b\u306a\u3044\u300d\u3092\u3001\u9805\u76ee\u306e\u4f5c\u308a\u3068\u6307\u793a\u306e\u4e21\u65b9\u3067\u7e1b\u308a\u307e\u3059\u3002** \u30b9\u30ad\u30fc\u30de\u306b\u75c5\u540d\u306e\u6b04\u304c\u7121\u304f\u3066\u3082\u3001AI\u306f `note` \u306e\u3088\u3046\u306a\u81ea\u7531\u8a18\u8ff0\u306e\u6b04\u306b\u66f8\u3053\u3046\u3068\u3057\u307e\u3059\u3002**\u81ea\u7531\u8a18\u8ff0\u306e\u6b04\u3092\u30b9\u30ad\u30fc\u30de\u306b\u7f6e\u304b\u306a\u3044\u3053\u3068\u3082\u3001\u540c\u3058\u76ee\u7684\u306e\u5de5\u592b\u3067\u3059\u3002**\n\n**\u300c\u5e74\u3092\u7a7a\u306b\u3059\u308b\u300d\u3092\u660e\u8a18\u3059\u308b\u306e\u306f\u30011\u6708\u306e\u5c4a\u306e\u305f\u3081\u3067\u3059\u3002** \u5b66\u751f\u306f\u300c12\/25\u300d\u3068\u3060\u3051\u66f8\u304f\u3053\u3068\u304c\u591a\u304f\u3001**\u53d7\u4ed8\u304c1\u6708\u306a\u3089\u524d\u306e\u5e74\u306e12\u6708\u3067\u3059\u3002** AI\u306b\u88dc\u308f\u305b\u305a\u3001Apps Script \u304c\u53d7\u4ed8\u65e5\u304b\u3089\u6c7a\u3081\u307e\u3059\u3002","output_data":"**Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\u3092\u4f7f\u3044\u3001\u6b21\u306e\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** `output_config.format` \u306b JSON \u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3059\u3068\u3001\u5fdc\u7b54\u304c\u305d\u306e\u30b9\u30ad\u30fc\u30de\u306b\u6cbf\u3063\u305f\u5f62\u306b\u306a\u308a\u307e\u3059\u3002\n\n```json\n{\n  \"form_found\": true,\n  \"student_id\": { \"value\": \"24A1037\", \"unclear\": false },\n  \"name\": { \"value\": \"\", \"unclear\": false },\n  \"absence\": { \"start\": \"--10-01\", \"end\": \"--10-02\" },\n  \"courses\": [\n    { \"name_as_written\": \"\u7dda\u4ee3\", \"day\": \"\u6c34\", \"period\": \"2\",\n      \"teacher\": \"\", \"unclear\": false }\n  ],\n  \"reasons\": [\"funeral\"],\n  \"attachments\": [\n    { \"page\": 2, \"type\": \"funeral_notice\", \"date\": \"2026-09-29\",\n      \"issuer\": \"\", \"unclear\": false }\n  ],\n  \"submitted_on_form\": \"10\/3\"\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`type` \u3092\u5217\u6319\u306e\u5024\u306b\u56fa\u5b9a\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002** \u30b9\u30ad\u30fc\u30de\u306e `enum` \u306b\u66f8\u985e\u306e\u7a2e\u985e\u3092\u4e26\u3079\u3001\u4e8b\u7531\u3054\u3068\u306e\u5fc5\u8981\u66f8\u985e\u306e\u4e00\u89a7\u3068\u540c\u3058\u8a9e\u3067\u7167\u5408\u3057\u307e\u3059\u3002\u305f\u3060\u3057\u516c\u5f0f\u306f\u3001**\u5217\u6319\u306e\u5024\u306e\u5927\u6587\u5b57\u30fb\u5c0f\u6587\u5b57\u307e\u3067\u306f\u4fdd\u8a3c\u3057\u306a\u3044**\u3068\u3057\u3066\u3044\u308b\u306e\u3067\u3001\u7167\u5408\u3067\u306f\u5927\u6587\u5b57\u30fb\u5c0f\u6587\u5b57\u3092\u305d\u308d\u3048\u3066\u304b\u3089\u6bd4\u3079\u307e\u3059\u3002\n\n**2\u3064\u76ee\u306f\u3001\u81ea\u7531\u8a18\u8ff0\u306e\u6b04\u3092\u6301\u305f\u306a\u3044\u3053\u3068\u3067\u3059\u3002** \u69cb\u9020\u5316\u51fa\u529b\u3067\u306f `additionalProperties` \u3092 `false` \u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001**\u30b9\u30ad\u30fc\u30de\u306b\u7121\u3044\u6b04\u306f\u51fa\u3066\u304d\u307e\u305b\u3093\u3002** \u533b\u7642\u6a5f\u95a2\u306e\u66f8\u985e\u306e\u4e2d\u8eab\u304c\u6f0f\u308c\u51fa\u308b\u5834\u6240\u3092\u3001\u5f62\u306e\u5074\u3067\u585e\u3052\u307e\u3059\u3002\n\n**3\u3064\u76ee\u306f\u3001`stop_reason` \u3067\u5931\u6557\u3092\u898b\u5206\u3051\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u516c\u5f0f\u306b\u306f\u3001`max_tokens` \u3067\u6253\u3061\u5207\u3089\u308c\u305f\u3068\u304d\u3084\u65ad\u3063\u305f\u3068\u304d\u306f**\u30b9\u30ad\u30fc\u30de\u306b\u5408\u308f\u306a\u3044\u51fa\u529b\u306b\u306a\u308a\u3046\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u3068\u304d\u306f\u4e00\u89a7\u306b\u66f8\u304b\u305a\u306b\u3084\u308a\u76f4\u3057\u307e\u3059\u3002\n\n| \u884c\u306e\u5224\u5b9a | \u6761\u4ef6 |\n|:--|:--|\n| `ok` | \u5b66\u7c4d\u756a\u53f7\u304c\u540d\u7c3f\u306b\u3042\u308a\u3001\u79d1\u76ee\u304c\u5c65\u4fee\u30c7\u30fc\u30bf\u3067\u5f15\u3051\u3001\u305d\u306e\u65e5\u306b\u305d\u306e\u6642\u9650\u306e\u6388\u696d\u304c\u3042\u308a\u3001\u66f8\u985e\u3068\u671f\u9650\u304c\u6761\u4ef6\u3092\u6e80\u305f\u3059 |\n| `not_enrolled` | \u79d1\u76ee\u304c\u5c65\u4fee\u30c7\u30fc\u30bf\u3067\u5f15\u3051\u306a\u3044 |\n| `no_class` | \u305d\u306e\u65e5\u306e\u305d\u306e\u6642\u9650\u306b\u6388\u696d\u304c\u7121\u3044\uff08\u4f11\u8b1b\u3001\u66dc\u65e5\u306e\u66f8\u304d\u9055\u3044\uff09 |\n| `missing_doc` | \u4e8b\u7531\u306b\u5fc5\u8981\u306a\u7a2e\u985e\u306e\u66f8\u985e\u304c\u7121\u3044\u3001\u307e\u305f\u306f\u66f8\u985e\u306e\u65e5\u4ed8\u304c\u6b20\u5e2d\u3057\u305f\u65e5\u3068\u91cd\u306a\u3089\u306a\u3044 |\n| `late` | \u53d7\u4ed8\u65e5\u304c\u3001\u6b20\u5e2d\u306e\u6700\u7d42\u65e5\u306e\u7fcc\u65e5\u304b\u3089\u4f11\u696d\u65e5\u3092\u9664\u3044\u30667\u65e5\u3092\u904e\u304e\u3066\u3044\u308b |\n| `unreadable` | `unclear` \u304c\u3042\u308b\u304b\u3001\u5b66\u7c4d\u756a\u53f7\u306e\u5f62\u304c\u5408\u308f\u306a\u3044 |","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u53d6\u8fbc\u30d5\u30a9\u30eb\u30c0\uff08\u5171\u6709\u30c9\u30e9\u30a4\u30d6\uff09 | Apps Script \u306e\u6642\u9593\u4e3b\u5c0e\u578b\u30c8\u30ea\u30ac\u30fc | \u65b0\u3057\u3044PDF\u3092\u62fe\u3046 |\n| Google Document AI | API\u547c\u3073\u51fa\u3057 | \u6b04\u30fb\u79d1\u76ee\u306e\u884c\u30fb\u25a1 \u306e\u5370\u30fb\u4fe1\u983c\u5ea6\u3092\u8fd4\u3059 |\n| Claude API | API\u547c\u3073\u51fa\u3057\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09 | \u5c4a\u3068\u6dfb\u4ed8\u306e\u66f8\u985e\u3092\u9805\u76ee\u306b\u5199\u3059 |\n| \u6559\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u66f8\u304d\u51fa\u3057 | \u6bce\u671d\u306eCSV\u3092\u5171\u6709\u30c9\u30e9\u30a4\u30d6\u306b\u7f6e\u304f | \u5b66\u751f\u540d\u7c3f\u30fb\u5c65\u4fee\u30c7\u30fc\u30bf\u30fb\u6642\u9593\u5272\u3092\u8aad\u3080 |\n| \u53d6\u8fbc\u7528\u306eCSV\u30fb\u78ba\u8a8d\u306e\u4e00\u89a7 | Apps Script \u306e\u66f8\u304d\u8fbc\u307f | `ok` \u306e\u884c\u3068\u3001\u305d\u308c\u4ee5\u5916\u306e\u884c |\n| \u6559\u52d9\u30b7\u30b9\u30c6\u30e0 | \u8077\u54e1\u304cCSV\u3092\u4e00\u62ec\u53d6\u8fbc | \u51fa\u6b20\u3078\u306e\u767b\u9332 |\n\n**\u53d6\u8fbc\u7528\u306eCSV\u306e\u5217\u306f\u3001\u6559\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u4e00\u62ec\u53d6\u8fbc\u306e\u5f62\u5f0f\u306b\u5408\u308f\u305b\u307e\u3059\u3002** \u5b66\u7c4d\u756a\u53f7\u3001\u79d1\u76ee\u30b3\u30fc\u30c9\u3001\u6388\u696d\u306e\u65e5\u4ed8\u3001\u6642\u9650\u3001\u51fa\u6b20\u306e\u533a\u5206\uff08\u516c\u6b20\u30fb\u5c4a\u51fa\u6b20\u5e2d\uff09\u304c\u4e2d\u5fc3\u3067\u3059\u3002**\u5217\u306e\u540d\u524d\u3084\u533a\u5206\u306e\u5024\u306f\u88fd\u54c1\u306b\u3088\u3063\u3066\u9055\u3046\u306e\u3067\u3001\u53d6\u8fbc\u306e\u624b\u5f15\u304d\u3092\u898b\u3066\u5408\u308f\u305b\u3066\u304f\u3060\u3055\u3044\u3002**\n\n**\u78ba\u8a8d\u306e\u4e00\u89a7\u306b\u306f\u3001\u5c4a\u306e\u753b\u50cf\u3078\u306e\u30ea\u30f3\u30af\u3068\u3001\u5f15\u3063\u304b\u304b\u3063\u305f\u7406\u7531\u3092\u4e26\u3079\u307e\u3059\u3002** \u8077\u54e1\u306f\u7406\u7531\u3067\u4e26\u3079\u66ff\u3048\u3001`unreadable` \u304b\u3089\u5148\u306b\u7247\u4ed8\u3051\u307e\u3059\u3002","human_review":"1. **`unreadable` \u3092\u5148\u306b\u898b\u308b** \u2026 \u753b\u50cf\u3092\u958b\u304d\u3001\u5b66\u7c4d\u756a\u53f7\u3068\u65e5\u4ed8\u3092\u76f4\u3057\u307e\u3059\u3002**\u591a\u304f\u306f\u624b\u66f8\u304d\u306e\u6570\u5b57\u306e\u8aad\u307f\u9055\u3044\u3067\u3059**\n2. **`not_enrolled` \u3068 `no_class` \u3092\u898b\u308b** \u2026 \u7565\u79f0\u3067\u5f15\u3051\u306a\u304b\u3063\u305f\u306e\u304b\u3001\u5b66\u751f\u306e\u66f8\u304d\u9055\u3044\u306a\u306e\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\u7565\u79f0\u304c\u539f\u56e0\u306a\u3089\u5c65\u4fee\u30c7\u30fc\u30bf\u306e\u7565\u79f0\u306e\u5217\u306b\u8db3\u3057\u307e\u3059**\n3. **`missing_doc` \u3092\u898b\u308b** \u2026 \u66f8\u985e\u304c\u672c\u5f53\u306b\u7121\u3044\u306e\u304b\u3001\u7a2e\u985e\u306e\u5224\u5b9a\u304c\u305a\u308c\u305f\u306e\u304b\u3092\u753b\u50cf\u3067\u78ba\u304b\u3081\u3001\u7121\u3051\u308c\u3070\u5b66\u751f\u306b\u9023\u7d61\u3057\u307e\u3059\n4. **`late` \u3092\u898b\u308b** \u2026 **\u671f\u9650\u3092\u904e\u304e\u305f\u4e8b\u60c5\u3092\u5b66\u751f\u306b\u805e\u304d\u3001\u53d7\u3051\u4ed8\u3051\u308b\u304b\u3092\u6c7a\u3081\u307e\u3059\u3002** \u6c7a\u3081\u305f\u7406\u7531\u3092\u4e00\u89a7\u306b\u6b8b\u3057\u307e\u3059\n5. **\u53d6\u8fbc\u7528\u306eCSV\u3092\u53d6\u308a\u8fbc\u3080** \u2026 `ok` \u306e\u884c\u306e\u4ef6\u6570\u3092\u78ba\u304b\u3081\u3066\u304b\u3089\u53d6\u308a\u8fbc\u307f\u307e\u3059\n\n**4\u756a\u76ee\u306f\u3001\u4ed5\u7d44\u307f\u3067\u306f\u6c7a\u3081\u307e\u305b\u3093\u3002** \u5165\u9662\u3057\u3066\u3044\u3066\u51fa\u305b\u306a\u304b\u3063\u305f\u3001\u5fcc\u5f15\u3067\u5e30\u7701\u3057\u3066\u3044\u305f\u3001\u3068\u3044\u3046\u4e8b\u60c5\u306f\u5c4a\u306e\u7d19\u306b\u306f\u66f8\u304b\u308c\u3066\u3044\u307e\u305b\u3093\u3002**`late` \u306f\u300c\u6570\u3048\u65b9\u306e\u4e0a\u3067\u904e\u304e\u3066\u3044\u308b\u300d\u3068\u3044\u3046\u4e8b\u5b9f\u306e\u5370\u3067\u3059\u3002**\n\n**2\u756a\u76ee\u3067\u8db3\u3057\u305f\u7565\u79f0\u3068\u30014\u756a\u76ee\u3067\u6b8b\u3057\u305f\u7406\u7531\u306f\u3001\u6708\u306b\u4e00\u5ea6\u898b\u76f4\u3057\u307e\u3059\u3002** \u540c\u3058\u7565\u79f0\u304c\u4f55\u5ea6\u3082\u8db3\u3055\u308c\u3066\u3044\u308c\u3070\u5c65\u4fee\u30c7\u30fc\u30bf\u306e\u66f8\u304d\u51fa\u3057\u306b\u6b63\u5f0f\u306b\u52a0\u3048\u3001\u540c\u3058\u4e8b\u60c5\u3067\u306e\u53d7\u3051\u4ed8\u3051\u304c\u7d9a\u3044\u3066\u3044\u308c\u3070\u3001**\u898f\u7a0b\u306e\u5074\u306b\u4f8b\u3068\u3057\u3066\u66f8\u304d\u8db3\u3059\u304b\u3092\u6559\u52d9\u8ab2\u3067\u8a71\u3057\u5408\u3044\u307e\u3059\u3002** \u78ba\u8a8d\u306e\u4e00\u89a7\u306f\u3001\u898f\u7a0b\u3068\u4e00\u89a7\u3092\u80b2\u3066\u308b\u305f\u3081\u306e\u6750\u6599\u306b\u3082\u306a\u308a\u307e\u3059\u3002\n\n**\u8077\u54e1\u304c\u624b\u3092\u6b62\u3081\u308b\u306e\u306f\u3001\u306a\u3089\u3057\u3066\u5168\u4f53\u306e3\u5272\u524d\u5f8c\u3068\u3044\u3046\u60f3\u5b9a\u3067\u3059\u3002** \u7b2c10\u7ae0\u306e1\u4ef62\u5206\u306f\u3001\u3053\u306e\u78ba\u8a8d\u3068\u53d6\u308a\u8fbc\u307f\u306e\u6642\u9593\u3067\u3059\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| 1\u30da\u30fc\u30b8\u76ee\u304c\u5c4a\u306e\u69d8\u5f0f\u3067\u306a\u3044 | `form_found` \u304c `false`\u3002\u4e26\u3079\u76f4\u3057\u3066\u518d\u6295\u5165 |\n| \u5b66\u7c4d\u756a\u53f7\u306e\u5f62\u304c\u5408\u308f\u306a\u3044 | `unreadable`\u3002\u540d\u7c3f\u3068\u7167\u5408\u3057\u306a\u3044 |\n| \u5b66\u7c4d\u756a\u53f7\u304c\u540d\u7c3f\u306b\u7121\u3044 | \u5352\u696d\u30fb\u9000\u5b66\u30fb\u4f11\u5b66\u306e\u5b66\u751f\u3092\u7591\u3044\u3001\u8077\u54e1\u304c\u78ba\u304b\u3081\u308b |\n| \u79d1\u76ee\u306e\u884c\u304c\u7a7a | \u6b20\u5e2d\u3057\u305f\u65e5\u306e\u6642\u9593\u5272\u304b\u3089\u79d1\u76ee\u3092\u63a8\u3057\u91cf\u3089\u305a\u3001\u5b66\u751f\u306b\u9023\u7d61 |\n| \u4e8b\u7531\u306e \u25a1 \u304c2\u3064 | \u4e21\u65b9\u306e\u5fc5\u8981\u66f8\u985e\u3067\u7167\u5408\u3057\u3001\u3069\u3061\u3089\u304b\u304c\u305d\u308d\u3048\u3070\u8077\u54e1\u306b\u56de\u3059 |\n| \u66f8\u985e\u306e\u65e5\u4ed8\u304c\u8aad\u3081\u306a\u3044 | `missing_doc` \u3067\u306f\u306a\u304f `unreadable` \u306b\u3059\u308b |\n| \u5e74\u3092\u307e\u305f\u3050\u5c4a | \u53d7\u4ed8\u65e5\u304b\u3089\u5e74\u3092\u6c7a\u3081\u308b\u3002**12\u6708\u30681\u6708\u306e\u5c4a\u306f\u8077\u54e1\u304c\u65e5\u4ed8\u3092\u78ba\u304b\u3081\u308b** |\n| \u6559\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u66f8\u304d\u51fa\u3057\u304c\u53e4\u3044 | \u66f8\u304d\u51fa\u3057\u306e\u65e5\u4ed8\u304c\u5f53\u65e5\u3067\u306a\u3051\u308c\u3070\u3001\u7167\u5408\u3092\u305b\u305a\u306b\u6b62\u3081\u308b |\n| Document AI \u3084 Claude API \u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u53d6\u8fbc\u30d5\u30a9\u30eb\u30c0\u306b\u6b8b\u3057\u3001\u6b21\u306e\u5b9f\u884c\u3067\u3084\u308a\u76f4\u3059 |\n\n**6\u884c\u76ee\u306e\u533a\u5225\u304c\u5927\u4e8b\u3067\u3059\u3002** \u65e5\u4ed8\u304c\u8aad\u3081\u306a\u3044\u3060\u3051\u306e\u66f8\u985e\u3092 `missing_doc` \u306b\u3059\u308b\u3068\u3001**\u4ed8\u3044\u3066\u3044\u308b\u8a3c\u660e\u66f8\u3092\u300c\u4ed8\u3044\u3066\u3044\u306a\u3044\u300d\u3068\u5b66\u751f\u306b\u4f1d\u3048\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**","log_storage":"- \u5c4a\u306ePDF\u3068\u53d7\u4ed8\u65e5\u3001\u53d7\u4ed8\u756a\u53f7\n- Document AI \u304c\u8fd4\u3057\u305fJSON\u306e\u5168\u6587\uff08**\u95b2\u89a7\u3067\u304d\u308b\u8077\u54e1\u3092\u9650\u3063\u305f\u5834\u6240\u306b\u7f6e\u304f**\uff09\n- Claude API \u304c\u8fd4\u3057\u305f\u9805\u76ee\u306e\u5168\u6587\u3068 `stop_reason`\n- \u7167\u5408\u306b\u4f7f\u3063\u305f\u5b66\u751f\u540d\u7c3f\u30fb\u5c65\u4fee\u30c7\u30fc\u30bf\u30fb\u6642\u9593\u5272\u306e**\u66f8\u304d\u51fa\u3057\u306e\u65e5\u4ed8**\n- \u884c\u3054\u3068\u306e\u5224\u5b9a\u3068\u3001\u8077\u54e1\u304c\u76f4\u3057\u305f\u5185\u5bb9\u3001`late` \u3092\u53d7\u3051\u4ed8\u3051\u305f\u7406\u7531\n- \u53d6\u8fbc\u7528\u306eCSV\u3068\u3001\u53d6\u308a\u8fbc\u3093\u3060\u65e5\u6642\n\n**2\u3064\u76ee\u306e\u7f6e\u304d\u5834\u6240\u3092\u5206\u3051\u308b\u306e\u306f\u3001\u8aad\u307f\u53d6\u308a\u306e\u5168\u6587\u306b\u8a3a\u65ad\u540d\u304c\u542b\u307e\u308c\u308b\u305f\u3081\u3067\u3059\u3002** \u9805\u76ee\u306b\u5199\u3057\u305f\u3082\u306e\u306b\u306f\u75c5\u540d\u304c\u3042\u308a\u307e\u305b\u3093\u304c\u3001OCR\u306e\u5168\u6587\u306b\u306f\u6b8b\u308a\u307e\u3059\u3002**\u5168\u6587\u306f\u53d6\u308a\u9055\u3048\u3092\u8abf\u3079\u308b\u3068\u304d\u3060\u3051\u958b\u304f\u63a7\u3048\u3068\u3057\u3001\u4fdd\u5b58\u306e\u671f\u9593\u3092\u6c7a\u3081\u3066\u6d88\u3057\u307e\u3059\u3002**","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":2,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u9ad8","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":4,"assumption_frequency":600,"assumption_workdays":20,"volume_month":600,"before_minutes_per_case":6,"after_minutes_per_case":2,"hourly_cost":2500,"before_hours_month":60,"after_hours_month":20,"saved_hours_month":40,"reduction_rate":67,"saved_hours_year":480,"annual_cost_effect":1200000,"summary":"\u6559\u52d9\u7a93\u53e3\u306b\u7d19\u3067\u5c4a\u304f\u516c\u6b20\u5c4a\u30fb\u6b20\u5e2d\u5c4a\u3068\u6dfb\u4ed8\u306e\u8a3c\u660e\u66f8\u3092\u8aad\u307f\u53d6\u308a\u3001\u5b66\u7c4d\u756a\u53f7\u30fb\u79d1\u76ee\u30fb\u65e5\u4ed8\u30fb\u4e8b\u7531\u3092\u51fa\u6b20\u306e\u767b\u9332\u30c7\u30fc\u30bf\u306b\u305d\u308d\u3048\u307e\u3059\u3002\u6dfb\u4ed8\u6f0f\u308c\u3068\u63d0\u51fa\u671f\u9650\u306e\u904e\u304e\u305f\u5c4a\u306f\u3001\u767b\u9332\u306e\u524d\u306b\u62fe\u3063\u3066\u8077\u54e1\u3078\u56de\u3057\u307e\u3059\u3002","before_flow":"1. \u7a93\u53e3\u307e\u305f\u306f\u63d0\u51fa\u30dc\u30c3\u30af\u30b9\u3067\u5c4a\u3068\u6dfb\u4ed8\u306e\u66f8\u985e\u3092\u53d7\u3051\u53d6\u308a\u3001\u53d7\u4ed8\u5370\u3092\u62bc\u3059\n2. \u5b66\u7c4d\u756a\u53f7\u3092\u6559\u52d9\u30b7\u30b9\u30c6\u30e0\u3067\u5f15\u304d\u3001\u6c0f\u540d\u3068\u5b66\u90e8\u5b66\u79d1\u304c\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u898b\u308b\n3. \u5c4a\u306b\u66f8\u304b\u308c\u305f\u79d1\u76ee\u3054\u3068\u306b\u3001\u305d\u306e\u5b66\u751f\u306e\u5c65\u4fee\u767b\u9332\u306b\u305d\u306e\u79d1\u76ee\u304c\u3042\u308b\u304b\u3001\u6b20\u5e2d\u3057\u305f\u65e5\u306e\u66dc\u65e5\u30fb\u6642\u9650\u306b\u6388\u696d\u304c\u3042\u308b\u304b\u3092\u6642\u9593\u5272\u3067\u78ba\u304b\u3081\u308b\n4. \u4e8b\u7531\u3068\u6dfb\u4ed8\u306e\u66f8\u985e\u3092\u898b\u6bd4\u3079\u3001\u5fc5\u8981\u306a\u66f8\u985e\u304c\u4ed8\u3044\u3066\u3044\u308b\u304b\u3001\u66f8\u985e\u306e\u65e5\u4ed8\u304c\u6b20\u5e2d\u3057\u305f\u65e5\u3068\u91cd\u306a\u308b\u304b\u3092\u898b\u308b\n5. \u6b20\u5e2d\u3057\u305f\u65e5\u3068\u53d7\u4ed8\u65e5\u304b\u3089\u3001\u63d0\u51fa\u671f\u9650\u306b\u9593\u306b\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u6570\u3048\u308b\n6. \u554f\u984c\u304c\u7121\u3051\u308c\u3070\u3001\u6559\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u51fa\u6b20\u306e\u753b\u9762\u3067\u79d1\u76ee\u3054\u3068\u306b\u516c\u6b20\u30fb\u5c4a\u51fa\u6b20\u5e2d\u3092\u5165\u308c\u308b\n7. \u554f\u984c\u304c\u3042\u308c\u3070\u3001\u5b66\u751f\u306b\u30e1\u30fc\u30eb\u3067\u9023\u7d61\u3057\u3001\u5c4a\u3092\u4fdd\u7559\u306e\u7bb1\u306b\u5165\u308c\u308b\n\n**\uff08a\uff091\u679a\u3054\u3068\u306b\u753b\u9762\u3092\u4f55\u5ea6\u3082\u884c\u304d\u6765\u3059\u308b\u3002** 3\u756a\u76ee\u306f\u3001\u79d1\u76ee\u306e\u884c\u306e\u6570\u3060\u3051\u5c65\u4fee\u3068\u6642\u9593\u5272\u3092\u5f15\u304f\u4f5c\u696d\u3067\u3059\u3002**\u5c4a\u306b\u66f8\u304b\u308c\u305f\u79d1\u76ee\u540d\u306f\u7565\u79f0\u3084\u65e7\u3044\u540d\u524d\u306e\u3053\u3068\u304c\u591a\u304f\u3001\u6b63\u5f0f\u306a\u79d1\u76ee\u3092\u63a2\u3059\u3068\u3053\u308d\u304b\u3089\u59cb\u307e\u308a\u307e\u3059\u3002**\n\n**\uff08b\uff09\u6dfb\u4ed8\u6f0f\u308c\u306b\u6c17\u3065\u304f\u306e\u304c\u9045\u3044\u3002** 4\u756a\u76ee\u306f\u7a93\u53e3\u304c\u6df7\u3093\u3067\u3044\u308b\u3068\u7701\u304b\u308c\u3001**\u5f8c\u306b\u306a\u3063\u3066\u6559\u54e1\u304b\u3089\u300c\u3053\u306e\u5b66\u751f\u306e\u5c4a\u306b\u8a3c\u660e\u66f8\u306f\u4ed8\u3044\u3066\u3044\u307e\u3057\u305f\u304b\u300d\u3068\u805e\u304b\u308c\u3066\u521d\u3081\u3066\u6c17\u3065\u304f\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002** \u305d\u306e\u3068\u304d\u306b\u306f\u3001\u5b66\u751f\u306b\u9023\u7d61\u3057\u3066\u3082\u66f8\u985e\u304c\u624b\u5143\u306b\u6b8b\u3063\u3066\u3044\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\n\n**\uff08c\uff09\u671f\u9650\u306e\u6570\u3048\u65b9\u304c\u4eba\u306b\u3088\u3063\u3066\u9055\u3046\u3002** \u300c\u7fcc\u65e5\u304b\u30897\u65e5\u4ee5\u5185\u300d\u3092\u3001\u571f\u65e5\u3084\u5927\u5b66\u306e\u4f11\u696d\u65e5\u3092\u542b\u3081\u3066\u6570\u3048\u308b\u304b\u3069\u3046\u304b\u304c\u3001\u8077\u54e1\u306e\u9593\u3067\u305d\u308d\u3063\u3066\u3044\u307e\u305b\u3093\u3002**\u540c\u3058\u65e5\u306b\u51fa\u3057\u305f\u5c4a\u304c\u3001\u53d7\u3051\u4ed8\u3051\u305f\u4eba\u306b\u3088\u3063\u3066\u671f\u9650\u5185\u306b\u3082\u671f\u9650\u5207\u308c\u306b\u3082\u306a\u308a\u307e\u3059\u3002**\n\n**\uff08d\uff09\u9023\u4f11\u660e\u3051\u306b\u305f\u307e\u308b\u3002** \u611f\u67d3\u75c7\u306e\u6d41\u884c\u671f\u3084\u5c31\u8077\u6d3b\u52d5\u306e\u6642\u671f\u306f\u3001\u5c4a\u304c\u6570\u65e5\u5206\u307e\u3068\u3081\u3066\u6765\u307e\u3059\u3002**\u5165\u529b\u304c\u6570\u65e5\u9045\u308c\u308b\u3068\u3001\u305d\u306e\u9593\u306b\u6559\u54e1\u304c\u51fa\u6b20\u3092\u7de0\u3081\u3066\u3057\u307e\u3044\u307e\u3059\u3002**","before_flow_steps":["\u7a93\u53e3\u307e\u305f\u306f\u63d0\u51fa\u30dc\u30c3\u30af\u30b9\u3067\u5c4a\u3068\u6dfb\u4ed8\u306e\u66f8\u985e\u3092\u53d7\u3051\u53d6\u308a\u3001\u53d7\u4ed8\u5370\u3092\u62bc\u3059","\u5b66\u7c4d\u756a\u53f7\u3092\u6559\u52d9\u30b7\u30b9\u30c6\u30e0\u3067\u5f15\u304d\u3001\u6c0f\u540d\u3068\u5b66\u90e8\u5b66\u79d1\u304c\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u898b\u308b","\u5c4a\u306b\u66f8\u304b\u308c\u305f\u79d1\u76ee\u3054\u3068\u306b\u3001\u305d\u306e\u5b66\u751f\u306e\u5c65\u4fee\u767b\u9332\u306b\u305d\u306e\u79d1\u76ee\u304c\u3042\u308b\u304b\u3001\u6b20\u5e2d\u3057\u305f\u65e5\u306e\u66dc\u65e5\u30fb\u6642\u9650\u306b\u6388\u696d\u304c\u3042\u308b\u304b\u3092\u6642\u9593\u5272\u3067\u78ba\u304b\u3081\u308b","\u4e8b\u7531\u3068\u6dfb\u4ed8\u306e\u66f8\u985e\u3092\u898b\u6bd4\u3079\u3001\u5fc5\u8981\u306a\u66f8\u985e\u304c\u4ed8\u3044\u3066\u3044\u308b\u304b\u3001\u66f8\u985e\u306e\u65e5\u4ed8\u304c\u6b20\u5e2d\u3057\u305f\u65e5\u3068\u91cd\u306a\u308b\u304b\u3092\u898b\u308b","\u6b20\u5e2d\u3057\u305f\u65e5\u3068\u53d7\u4ed8\u65e5\u304b\u3089\u3001\u63d0\u51fa\u671f\u9650\u306b\u9593\u306b\u5408\u3063\u3066\u3044\u308b\u304b\u3092\u6570\u3048\u308b","\u554f\u984c\u304c\u7121\u3051\u308c\u3070\u3001\u6559\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u51fa\u6b20\u306e\u753b\u9762\u3067\u79d1\u76ee\u3054\u3068\u306b\u516c\u6b20\u30fb\u5c4a\u51fa\u6b20\u5e2d\u3092\u5165\u308c\u308b","\u554f\u984c\u304c\u3042\u308c\u3070\u3001\u5b66\u751f\u306b\u30e1\u30fc\u30eb\u3067\u9023\u7d61\u3057\u3001\u5c4a\u3092\u4fdd\u7559\u306e\u7bb1\u306b\u5165\u308c\u308b"],"after_flow":"1. **\u3010\u4eba\u3011** \u7a93\u53e3\u307e\u305f\u306f\u63d0\u51fa\u30dc\u30c3\u30af\u30b9\u3067\u5c4a\u3068\u6dfb\u4ed8\u306e\u66f8\u985e\u3092\u53d7\u3051\u53d6\u308a\u3001\u53d7\u4ed8\u5370\u3092\u62bc\u3057\u3066\u3001\u5c4a\u3054\u3068\u306b1\u3064\u306ePDF\u306b\u30b9\u30ad\u30e3\u30f3\u3059\u308b\n2. **\u3010\u81ea\u52d5\u3011** Apps Script \u304c10\u5206\u304a\u304d\u306b\u53d6\u8fbc\u30d5\u30a9\u30eb\u30c0\u3092\u898b\u3066\u3001\u65b0\u3057\u3044PDF\u3092\u62fe\u3046\n3. **\u3010\u81ea\u52d5\u3011** Document AI\uff08Form Parser\uff09\u304c\u3001\u5c4a\u306e\u6b04\u3068\u79d1\u76ee\u306e\u884c\u3001\u25a1 \u306e\u5370\u3001\u6dfb\u4ed8\u306e\u66f8\u985e\u306e\u6587\u5b57\u3068\u4fe1\u983c\u5ea6\u3092\u8fd4\u3059\n4. **\u3010\u81ea\u52d5\u3011** Claude API \u304c\u3001\u5c4a\u306e\u9805\u76ee\u3068\u3001\u6dfb\u4ed8\u306e\u66f8\u985e\u306e\u7a2e\u985e\u30fb\u65e5\u4ed8\u30fb\u767a\u884c\u5143\u3092\u5199\u3059\n5. **\u3010\u81ea\u52d5\u3011** Apps Script \u304c\u3001\u5b66\u751f\u540d\u7c3f\u30fb\u5c65\u4fee\u30c7\u30fc\u30bf\u30fb\u6642\u9593\u5272\u30fb\u4f11\u696d\u65e5\u30fb\u4e8b\u7531\u3054\u3068\u306e\u5fc5\u8981\u66f8\u985e\u306e\u4e00\u89a7\u3068\u7167\u3089\u3059\n6. **\u3010\u81ea\u52d5\u3011** \u79d1\u76ee\u306e\u884c\u3054\u3068\u306b `ok`\uff0f`not_enrolled`\uff0f`no_class`\uff0f`missing_doc`\uff0f`late`\uff0f`unreadable` \u3092\u4ed8\u3051\u308b\n7. **\u3010\u81ea\u52d5\u3011** `ok` \u306e\u884c\u3092\u3001\u6559\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u51fa\u6b20\u306e\u53d6\u8fbc\u7528\u306eCSV\u306b\u66f8\u304d\u51fa\u3059\n8. **\u3010\u4eba\u3011** \u8077\u54e1\u304c `ok` \u4ee5\u5916\u306e\u884c\u3092\u78ba\u304b\u3081\u3001\u5b66\u751f\u3078\u306e\u9023\u7d61\u304b\u3001\u53d6\u8fbc\u3078\u306e\u8ffd\u52a0\u304b\u3092\u6c7a\u3081\u308b\n9. **\u3010\u4eba\u3011** \u8077\u54e1\u304c\u53d6\u8fbc\u7528\u306eCSV\u3092\u6559\u52d9\u30b7\u30b9\u30c6\u30e0\u306b\u53d6\u308a\u8fbc\u3080\n\n**8\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** `ok` \u306e\u884c\u306f\u4e00\u89a7\u3067\u6d41\u3057\u898b\u3066\u53d6\u308a\u8fbc\u307f\u3001**\u8077\u54e1\u304c\u624b\u3092\u6b62\u3081\u308b\u306e\u306f\u7167\u5408\u3067\u5f15\u3063\u304b\u304b\u3063\u305f\u884c\u3060\u3051\u3067\u3059\u3002** \u5168\u884c\u3092\u4eba\u304c\u898b\u308b\u8a2d\u8a08\u306b\u3059\u308b\u3068\u3001\u2461\u3068\u2463\u306e\u6642\u9593\u304c\u307b\u3068\u3093\u3069\u6e1b\u308a\u307e\u305b\u3093\u3002\n\n**9\u756a\u76ee\u306e\u53d6\u308a\u8fbc\u307f\u3092\u4eba\u306e\u64cd\u4f5c\u306b\u6b8b\u3057\u3066\u3044\u308b\u306e\u3082\u3001\u610f\u56f3\u3057\u3066\u306e\u3053\u3068\u3067\u3059\u3002** \u6559\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u51fa\u6b20\u306f\u6210\u7e3e\u306b\u95a2\u308f\u308a\u307e\u3059\u3002**\u8aa4\u3063\u305f\u884c\u304c\u81ea\u52d5\u3067\u5165\u308b\u3068\u3001\u6559\u54e1\u304c\u6c17\u3065\u304b\u306a\u3044\u307e\u307e\u6210\u7e3e\u306e\u5224\u5b9a\u306b\u4f7f\u308f\u308c\u307e\u3059\u3002**","after_flow_steps":["**\u3010\u4eba\u3011** \u7a93\u53e3\u307e\u305f\u306f\u63d0\u51fa\u30dc\u30c3\u30af\u30b9\u3067\u5c4a\u3068\u6dfb\u4ed8\u306e\u66f8\u985e\u3092\u53d7\u3051\u53d6\u308a\u3001\u53d7\u4ed8\u5370\u3092\u62bc\u3057\u3066\u3001\u5c4a\u3054\u3068\u306b1\u3064\u306ePDF\u306b\u30b9\u30ad\u30e3\u30f3\u3059\u308b","**\u3010\u81ea\u52d5\u3011** Apps Script \u304c10\u5206\u304a\u304d\u306b\u53d6\u8fbc\u30d5\u30a9\u30eb\u30c0\u3092\u898b\u3066\u3001\u65b0\u3057\u3044PDF\u3092\u62fe\u3046","**\u3010\u81ea\u52d5\u3011** Document AI\uff08Form Parser\uff09\u304c\u3001\u5c4a\u306e\u6b04\u3068\u79d1\u76ee\u306e\u884c\u3001\u25a1 \u306e\u5370\u3001\u6dfb\u4ed8\u306e\u66f8\u985e\u306e\u6587\u5b57\u3068\u4fe1\u983c\u5ea6\u3092\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** Claude API \u304c\u3001\u5c4a\u306e\u9805\u76ee\u3068\u3001\u6dfb\u4ed8\u306e\u66f8\u985e\u306e\u7a2e\u985e\u30fb\u65e5\u4ed8\u30fb\u767a\u884c\u5143\u3092\u5199\u3059","**\u3010\u81ea\u52d5\u3011** Apps Script \u304c\u3001\u5b66\u751f\u540d\u7c3f\u30fb\u5c65\u4fee\u30c7\u30fc\u30bf\u30fb\u6642\u9593\u5272\u30fb\u4f11\u696d\u65e5\u30fb\u4e8b\u7531\u3054\u3068\u306e\u5fc5\u8981\u66f8\u985e\u306e\u4e00\u89a7\u3068\u7167\u3089\u3059","**\u3010\u81ea\u52d5\u3011** \u79d1\u76ee\u306e\u884c\u3054\u3068\u306b `ok`\uff0f`not_enrolled`\uff0f`no_class`\uff0f`missing_doc`\uff0f`late`\uff0f`unreadable` \u3092\u4ed8\u3051\u308b","**\u3010\u81ea\u52d5\u3011** `ok` \u306e\u884c\u3092\u3001\u6559\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u51fa\u6b20\u306e\u53d6\u8fbc\u7528\u306eCSV\u306b\u66f8\u304d\u51fa\u3059","**\u3010\u4eba\u3011** \u8077\u54e1\u304c `ok` \u4ee5\u5916\u306e\u884c\u3092\u78ba\u304b\u3081\u3001\u5b66\u751f\u3078\u306e\u9023\u7d61\u304b\u3001\u53d6\u8fbc\u3078\u306e\u8ffd\u52a0\u304b\u3092\u6c7a\u3081\u308b","**\u3010\u4eba\u3011** \u8077\u54e1\u304c\u53d6\u8fbc\u7528\u306eCSV\u3092\u6559\u52d9\u30b7\u30b9\u30c6\u30e0\u306b\u53d6\u308a\u8fbc\u3080"],"architecture":"```\n\u516c\u6b20\u5c4a\u30fb\u6b20\u5e2d\u5c4a\uff0b\u6dfb\u4ed8\u306e\u66f8\u985e\uff08\u7d19\uff09\n   \u2502  \u53d7\u4ed8\u5370\u3092\u62bc\u3057\u3001\u5c4a\u3054\u3068\u306b1\u3064\u306ePDF\u306b\u30b9\u30ad\u30e3\u30f3\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011Apps Script \u306e\u6642\u9593\u4e3b\u5c0e\u578b\u30c8\u30ea\u30ac\u30fc\uff0810\u5206\u304a\u304d\uff09\nGoogle Apps Script \u2500\u2500 \u5f62\u5f0f\u30fb\u30da\u30fc\u30b8\u6570\u30fb\u53d7\u4ed8\u65e5\u306e\u78ba\u8a8d\n   \u25bc\nGoogle Document AI\uff08Form Parser\uff09\n   \u2502   \u5c4a\u306e\u6b04\u3001\u79d1\u76ee\u306e\u884c\u3001\u25a1 \u306e\u5370\u3001\u6dfb\u4ed8\u306e\u66f8\u985e\u306e\u6587\u5b57\u3001\u4fe1\u983c\u5ea6\n   \u25bc\nClaude API \u2500\u2500 \u69cb\u9020\u5316\u51fa\u529b\u3067\u9805\u76ee\u306b\u5199\u3059\n   \u2502   \u5b66\u7c4d\u756a\u53f7\uff0f\u6c0f\u540d\uff0f\u6b20\u5e2d\u65e5\uff0f\u79d1\u76ee\u306e\u884c\uff0f\u4e8b\u7531\uff0f\u6dfb\u4ed8\u306e\u66f8\u985e\u306e\u7a2e\u985e\u30fb\u65e5\u4ed8\u30fb\u767a\u884c\u5143\n   \u25bc\nGoogle Apps Script \u2500\u2500 \u7167\u5408\n   \u2502   \u5b66\u751f\u540d\u7c3f\uff0f\u5c65\u4fee\u30c7\u30fc\u30bf\uff0f\u6642\u9593\u5272\uff0f\u4f11\u696d\u65e5\uff0f\u4e8b\u7531\u3054\u3068\u306e\u5fc5\u8981\u66f8\u985e\n   \u2502   ok\uff0fnot_enrolled\uff0fno_class\uff0fmissing_doc\uff0flate\uff0funreadable\n   \u251c\u2500\u2500\u25b6 \u51fa\u6b20\u306e\u53d6\u8fbc\u7528\u306eCSV\uff08ok \u306e\u884c\uff09\n   \u2514\u2500\u2500\u25b6 \u78ba\u8a8d\u306e\u4e00\u89a7\uff08ok \u4ee5\u5916\u306e\u884c\uff09\n   \u25bc\n\u3010\u8077\u54e1\u304c\u78ba\u8a8d\u3057\u3001\u6559\u52d9\u30b7\u30b9\u30c6\u30e0\u306b\u53d6\u308a\u8fbc\u3080\u3011\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| OCR | Google Document AI\uff08Form Parser\uff09 | Azure AI Document Intelligence |\n| \u751f\u6210AI | Claude API\uff08\u5c4a\u3068\u6dfb\u4ed8\u306e\u66f8\u985e\u3092\u9805\u76ee\u306b\u5199\u3059\uff09 | Gemini API\u3001OpenAI API |\n| \u5dee\u7570\u8a08\u7b97 | Google Apps Script\uff08\u5c65\u4fee\u30fb\u6642\u9593\u5272\u30fb\u671f\u9650\u30fb\u5fc5\u8981\u66f8\u985e\u3068\u306e\u7167\u5408\uff09 | Python |\n| \u9023\u643a | Google Apps Script\uff08\u53d6\u8fbc\u30d5\u30a9\u30eb\u30c0\u306e\u76e3\u8996\u3001\u53d6\u8fbc\u7528\u306eCSV\u3068\u78ba\u8a8d\u306e\u4e00\u89a7\u306e\u66f8\u304d\u51fa\u3057\uff09 | Python |\n| \u4fdd\u7ba1 | Google \u30c9\u30e9\u30a4\u30d6\uff08\u5171\u6709\u30c9\u30e9\u30a4\u30d6\uff09\u3001Google \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8 | \u5b66\u5185\u306e\u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc |\n\n**\u6559\u52d9\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u65b0\u3057\u304f\u8db3\u3059\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u5c65\u4fee\u30c7\u30fc\u30bf\u3068\u6642\u9593\u5272\u306f\u3001\u6559\u52d9\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u6bce\u671d\u66f8\u304d\u51fa\u3057\u305fCSV\u3092\u5171\u6709\u30c9\u30e9\u30a4\u30d6\u306b\u7f6e\u3044\u3066\u4f7f\u3044\u307e\u3059\u3002**\u3053\u306e\u69cb\u6210\u304b\u3089\u6559\u52d9\u30b7\u30b9\u30c6\u30e0\u3078\u76f4\u63a5\u66f8\u304d\u8fbc\u3080\u3053\u3068\u306f\u305b\u305a\u3001\u53d6\u8fbc\u7528\u306eCSV\u3092\u4f5c\u308b\u3068\u3053\u308d\u307e\u3067\u306b\u3057\u307e\u3059\u3002**\n\n**\u571f\u53f0\u306f Document AI \u306e Form Parser \u3067\u3059\u3002** \u516c\u5f0f\u306e\u30d7\u30ed\u30bb\u30c3\u30b5\u4e00\u89a7\u3067\u306f\u3001OCR\u306e\u30c6\u30ad\u30b9\u30c8\u306b\u52a0\u3048\u3066\u3001**\u30ad\u30fc\u3068\u5024\u306e\u30da\u30a2\uff08\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3068\u30c1\u30a7\u30c3\u30af\u30dc\u30c3\u30af\u30b9\uff09\u3001\u8868\u3092\u62bd\u51fa\u3059\u308b**\u3068\u3055\u308c\u3001\u8a00\u8a9e\u306e\u4e00\u89a7\u3067\u65e5\u672c\u8a9e\uff08`ja`\uff09\u306f**\u624b\u66f8\u304d\u306b\u5bfe\u5fdc\u3059\u308b\u8a00\u8a9e**\u3068\u3057\u3066\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u4e8b\u7531\u306e \u25a1 \u3068\u79d1\u76ee\u306e\u884c\u304c\u4e26\u3076\u5c4a\u306e\u69d8\u5f0f\u306b\u3001\u305d\u306e\u307e\u307e\u5408\u3044\u307e\u3059\u3002\n\n**Form Parser \u306e\u6ce8\u610f\u66f8\u304d\u306e\u3046\u3061\u3001\u3053\u306e\u984c\u6750\u3067\u52b9\u304f\u306e\u306f2\u3064\u3067\u3059\u3002** **\u30e9\u30b8\u30aa\u30dc\u30bf\u30f3\u306e\u8aad\u307f\u53d6\u308a\u306b\u5bfe\u5fdc\u3057\u306a\u3044**\u3053\u3068\u3001\u305d\u3057\u3066**\u5024\u306e\u5165\u3063\u3066\u3044\u306a\u3044\u30ad\u30fc\u3068\u5024\u306e\u7d44\u3092\u78ba\u5b9f\u306b\u306f\u8aad\u307f\u53d6\u308c\u306a\u3044**\u3053\u3068\u3067\u3059\u3002\u4e8b\u7531\u3092\u25cb\u3067\u56f2\u3080\u69d8\u5f0f\u306a\u3089 \u25a1 \u306b\u76f4\u3057\u3001**\u6b04\u304c\u8fd4\u3063\u3066\u3053\u306a\u3044\u3053\u3068\u3092\u7a7a\u6b04\u3068\u6c7a\u3081\u3064\u3051\u306a\u3044**\u8a2d\u8a08\u306b\u3057\u307e\u3059\u3002\n\n**Gemini API \u3067\u306f\u306a\u304f Claude API \u306b\u3057\u3066\u3044\u308b\u306e\u306b\u306f\u7406\u7531\u304c\u3042\u308a\u307e\u3059\u3002** Gemini API \u306e\u8ffd\u52a0\u5229\u7528\u898f\u7d04\u306f\u300118\u6b73\u672a\u6e80\u306e\u4eba\u306b\u5411\u3051\u305f\u3001\u307e\u305f\u306f18\u6b73\u672a\u6e80\u306e\u4eba\u304c\u5229\u7528\u3057\u3046\u308b\u30b5\u30fc\u30d3\u30b9\u306e\u4e00\u90e8\u3068\u3057\u3066\u4f7f\u308f\u306a\u3044\u3053\u3068\u3068\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u69cb\u6210\u3092\u4f7f\u3046\u306e\u306f\u8077\u54e1\u3060\u3051\u3067\u3059\u304c\u3001**\u540c\u3058\u4ed5\u7d44\u307f\u3092\u4ed8\u5c5e\u306e\u9ad8\u6821\u306b\u5e83\u3052\u308b\u3053\u3068\u3092\u8003\u3048\u3001\u6700\u521d\u304b\u3089\u907f\u3051\u3066\u304a\u304d\u307e\u3059\u3002**","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u8077\u54e1\u304c\u5c4a\u3092\u53d7\u3051\u4ed8\u3051\u3001\u53d7\u4ed8\u5370\u3092\u62bc\u3057\u3066\u53d6\u8fbc\u30d5\u30a9\u30eb\u30c0\u306b\u30b9\u30ad\u30e3\u30f3\u3059\u308b\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u5c4a\u3068\u6dfb\u4ed8\u306e\u66f8\u985e\u3092\u91cd\u306d\u3066\u3001**\u5c4a\u3054\u3068\u306b1\u3064\u306ePDF**\u306b\u3057\u307e\u3059\u3002\u7a93\u53e3\u306e\u30b9\u30ad\u30e3\u30ca\u306e\u4fdd\u5b58\u5148\u3092\u5171\u6709\u30c9\u30e9\u30a4\u30d6\u306e\u53d6\u8fbc\u30d5\u30a9\u30eb\u30c0\u306b\u3057\u3001\u30d5\u30a1\u30a4\u30eb\u540d\u306f\u300c\u53d7\u4ed8\u65e5_\u53d7\u4ed8\u756a\u53f7\u300d\u306b\u3057\u307e\u3059\u3002\n\n**Apps Script \u306e\u6642\u9593\u4e3b\u5c0e\u578b\u30c8\u30ea\u30ac\u30fc\u304c\u300110\u5206\u304a\u304d\u306b\u53d6\u8fbc\u30d5\u30a9\u30eb\u30c0\u3092\u898b\u307e\u3059\u3002** Apps Script \u306e1\u56de\u306e\u5b9f\u884c\u306f6\u5206\u307e\u3067\u3068\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001**1\u56de\u306b\u6271\u3046PDF\u306f10\u4ef6\u307e\u3067\u3068\u3057\u3001\u6b8b\u308a\u306f\u6b21\u306e\u5b9f\u884c\u306b\u56de\u3057\u307e\u3059\u3002** \u51e6\u7406\u6e08\u307f\u306e\u30d5\u30a9\u30eb\u30c0\u3078\u79fb\u3059\u306e\u306f\u3001\u53d6\u8fbc\u7528\u306eCSV\u304b\u78ba\u8a8d\u306e\u4e00\u89a7\u3078\u306e\u66f8\u304d\u8fbc\u307f\u307e\u3067\u6210\u529f\u3057\u305f\u3068\u304d\u3060\u3051\u3067\u3059\u3002\n\n**\u53d6\u308a\u8fbc\u307f\u306e\u7de0\u3081\u30921\u65e52\u56de\u306b\u3057\u307e\u3059\u3002** \u8077\u54e1\u306f12\u6642\u306817\u6642\u306b\u78ba\u8a8d\u306e\u4e00\u89a7\u3092\u898b\u3066\u3001\u305d\u306e\u6642\u70b9\u306e\u53d6\u8fbc\u7528\u306eCSV\u3092\u6559\u52d9\u30b7\u30b9\u30c6\u30e0\u306b\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002**\u5c4a\u304c\u6570\u65e5\u5206\u305f\u307e\u308b\u9023\u4f11\u660e\u3051\u3067\u3082\u3001\u53d7\u3051\u4ed8\u3051\u305f\u65e5\u306e\u3046\u3061\u306b\u51fa\u6b20\u306b\u5165\u308a\u307e\u3059\u3002**\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u5c4a\u306ePDF | 1\u30da\u30fc\u30b8\u76ee\u304c\u5c4a\u30012\u30da\u30fc\u30b8\u76ee\u4ee5\u964d\u304c\u6dfb\u4ed8\u306e\u66f8\u985e\u3002\u53d7\u4ed8\u65e5 | \u53d6\u8fbc\u30d5\u30a9\u30eb\u30c0 |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u6b04\u306e\u540d\u524d\u3068\u5024\u3001\u79d1\u76ee\u306e\u884c\u3001\u25a1 \u306e\u5370\u3001**\u8981\u7d20\u3054\u3068\u306e\u4fe1\u983c\u5ea6** | Document AI\uff08Form Parser\uff09 |\n| \u5b66\u751f\u540d\u7c3f | \u5b66\u7c4d\u756a\u53f7\u3001\u6c0f\u540d\u3001\u30ab\u30ca\u3001\u5b66\u90e8\u5b66\u79d1\u3001\u5b66\u5e74 | \u6559\u52d9\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u66f8\u304d\u51fa\u3057\u305fCSV |\n| \u5c65\u4fee\u30c7\u30fc\u30bf | \u5b66\u7c4d\u756a\u53f7\u3054\u3068\u306e\u5c65\u4fee\u79d1\u76ee\u3001\u79d1\u76ee\u30b3\u30fc\u30c9\u3001\u79d1\u76ee\u540d\u3001\u7565\u79f0 | \u6559\u52d9\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u66f8\u304d\u51fa\u3057\u305fCSV |\n| \u6642\u9593\u5272 | \u79d1\u76ee\u30b3\u30fc\u30c9\u3054\u3068\u306e\u66dc\u65e5\u30fb\u6642\u9650\u30fb\u671f\u9593\u3001\u4f11\u8b1b\u30fb\u88dc\u8b1b\u306e\u65e5 | \u6559\u52d9\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u66f8\u304d\u51fa\u3057\u305fCSV |\n| \u4f11\u696d\u65e5\u306e\u4e00\u89a7 | \u571f\u65e5\u795d\u65e5\u3001\u5927\u5b66\u306e\u4f11\u696d\u65e5 | \u5b66\u5e74\u66a6 |\n| \u4e8b\u7531\u3054\u3068\u306e\u5fc5\u8981\u66f8\u985e\u306e\u4e00\u89a7 | \u4e8b\u7531\u3001\u5fc5\u8981\u306a\u66f8\u985e\u306e\u7a2e\u985e\u3001\u65e5\u4ed8\u306e\u91cd\u306a\u308a\u306e\u8981\u5426 | \u6559\u52d9\u8ab2\u306e\u624b\u9806\u66f8\u304b\u3089\u4f5c\u308b |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u3044\u3061\u3070\u3093\u4e0b\u306e2\u3064\u3067\u3059\u3002** \u671f\u9650\u3092\u300c\u4f11\u696d\u65e5\u3092\u9664\u3044\u3066\u6570\u3048\u308b\u304b\u300d\u306f\u3001\u4f11\u696d\u65e5\u306e\u4e00\u89a7\u304c\u7121\u3051\u308c\u3070\u6c7a\u307e\u308a\u307e\u305b\u3093\u3002**\u4e8b\u7531\u3054\u3068\u306e\u5fc5\u8981\u66f8\u985e\u306e\u4e00\u89a7\u306f\u3001\u3053\u308c\u307e\u3067\u8077\u54e1\u306e\u982d\u306e\u4e2d\u306b\u3042\u3063\u305f\u3082\u306e\u3092\u8868\u306b\u51fa\u3059\u4f5c\u696d\u3067\u3059\u3002**\n\n**\u5c65\u4fee\u30c7\u30fc\u30bf\u306b\u306f\u3001\u79d1\u76ee\u306e\u7565\u79f0\u306e\u5217\u3092\u8db3\u3057\u307e\u3059\u3002** \u5b66\u751f\u306f\u300c\u7dda\u5f62\u4ee3\u6570\u2160\u300d\u3092\u300c\u7dda\u4ee3\u300d\u3001\u300c\u30ad\u30e3\u30ea\u30a2\u30c7\u30b6\u30a4\u30f3\u6f14\u7fd2\u300d\u3092\u300c\u30ad\u30e3\u30ea\u30a2\u300d\u3068\u66f8\u304d\u307e\u3059\u3002**\u3088\u304f\u66f8\u304b\u308c\u308b\u7565\u79f0\u3092\u5c65\u4fee\u30c7\u30fc\u30bf\u306e\u5074\u306b\u6301\u305f\u305b\u3001\u7167\u5408\u3067\u5f15\u3051\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n\u8aad\u307f\u53d6\u308a\u306f\u3001Apps Script \u304b\u3089 Document AI \u306e\u51e6\u7406\u306e API \u3092\u547c\u3076\u3060\u3051\u3067\u3059\u3002PDF\u3092\u6e21\u3059\u3068\u3001`Document` \u3068\u3044\u3046\u5f62\u306e\u5fdc\u7b54\u304c\u8fd4\u308a\u307e\u3059\u3002\n\n| \u53d6\u308b\u3082\u306e | \u5fdc\u7b54\u306e\u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u6b04\u306e\u540d\u524d\u3068\u5024 | `pages[].formFields[]` \u306e `fieldName` \u3068 `fieldValue` | \u5b66\u7c4d\u756a\u53f7\u3001\u6c0f\u540d\u3001\u5b66\u90e8\u5b66\u79d1\u3001\u6b20\u5e2d\u3057\u305f\u65e5\u3001\u63d0\u51fa\u65e5 |\n| \u4e8b\u7531\u306e \u25a1 | `fieldValue` \u306e `valueType`\uff08`filled_checkbox`\uff0f`unfilled_checkbox`\uff09 | \u4e8b\u7531\u306e\u533a\u5206\u3001\u6dfb\u4ed8\u66f8\u985e\u306e\u6709\u7121 |\n| \u79d1\u76ee\u306e\u884c | `pages[].tables[]` \u306e `headerRows` \u3068 `bodyRows` | \u79d1\u76ee\u540d\u3001\u66dc\u65e5\u30fb\u6642\u9650\u3001\u62c5\u5f53\u6559\u54e1 |\n| \u5168\u6587\u306e\u30c6\u30ad\u30b9\u30c8 | `text` \u3068\u5404\u8981\u7d20\u306e `textAnchor` | 2\u30da\u30fc\u30b8\u76ee\u4ee5\u964d\u306e\u6dfb\u4ed8\u306e\u66f8\u985e |\n| \u4fe1\u983c\u5ea6 | \u5404\u8981\u7d20\u306e `layout` \u306e `confidence` | \u624b\u66f8\u304d\u306e\u6570\u5b57\u304c\u78ba\u304b\u304b\u306e\u5224\u5b9a |\n\n**\u53d7\u4ed8\u65e5\u306f\u3001\u5c4a\u306e\u6b04\u3067\u306f\u306a\u304f\u30d5\u30a1\u30a4\u30eb\u304b\u3089\u53d6\u308a\u307e\u3059\u3002** \u5b66\u751f\u304c\u66f8\u304f\u300c\u63d0\u51fa\u65e5\u300d\u306f\u3001\u66f8\u3044\u305f\u65e5\u3067\u3042\u3063\u3066\u7a93\u53e3\u306b\u5c4a\u3044\u305f\u65e5\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002**\u671f\u9650\u306e\u5224\u5b9a\u306b\u306f\u3001\u8077\u54e1\u304c\u4ed8\u3051\u305f\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u53d7\u4ed8\u65e5\u3092\u4f7f\u3044\u3001\u63d0\u51fa\u65e5\u306e\u6b04\u306f\u53c2\u8003\u306b\u6b8b\u3057\u307e\u3059\u3002**\n\n**2\u30da\u30fc\u30b8\u76ee\u4ee5\u964d\u306f\u3001\u30da\u30fc\u30b8\u3054\u3068\u306b\u5206\u3051\u3066 Claude API \u306b\u6e21\u3057\u307e\u3059\u3002** 1\u3064\u306ePDF\u306b\u4f1a\u846c\u306e\u793c\u72b6\u3068\u4ea4\u901a\u6a5f\u95a2\u306e\u9045\u5ef6\u8a3c\u660e\u304c\u4e21\u65b9\u5165\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u30da\u30fc\u30b8\u306e\u533a\u5207\u308a\u3067\u66f8\u985e\u3092\u5206\u3051\u3001\u30da\u30fc\u30b8\u3054\u3068\u306b\u7a2e\u985e\u3068\u65e5\u4ed8\u3092\u5199\u3055\u305b\u307e\u3059\u3002**\n\n### \u524d\u51e6\u7406\n\n1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 Document AI \u306e\u5bfe\u8c61\u306f PDF\u3001GIF\u3001TIFF\u3001JPEG\u3001PNG\u3001BMP\u3001WebP \u306a\u3069\u3067\u3059\u3002\u7a93\u53e3\u306e\u30b9\u30ad\u30e3\u30ca\u306e\u4fdd\u5b58\u5f62\u5f0f\u306f PDF \u306b\u3057\u307e\u3059\n2. **\u89e3\u50cf\u5ea6\u306e\u78ba\u8a8d** \u2026 \u516c\u5f0f\u306b\u306f\u3001\u30b9\u30ad\u30e3\u30f3\u306f\u6700\u4f4e200dpi\u304c\u671b\u307e\u3057\u304f\u3001300dpi\u4ee5\u4e0a\u304c\u4e00\u822c\u306b\u6700\u3082\u3088\u3044\u7d50\u679c\u306b\u306a\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u5b66\u7c4d\u756a\u53f7\u306e\u624b\u66f8\u304d\u306e\u6570\u5b57\u306e\u305f\u3081\u306b300dpi\u306b\u305d\u308d\u3048\u307e\u3059**\n3. **\u30da\u30fc\u30b8\u306e\u9806\u306e\u78ba\u8a8d** \u2026 1\u30da\u30fc\u30b8\u76ee\u304c\u5c4a\u306e\u69d8\u5f0f\u304b\u3092\u3001\u69d8\u5f0f\u306e\u756a\u53f7\u306e\u5370\u5b57\u3067\u78ba\u304b\u3081\u307e\u3059\u3002\u9006\u306b\u91cd\u306d\u305f\u3082\u306e\u306f\u4e26\u3079\u76f4\u3057\u307e\u3059\n4. **\u5c0f\u3055\u306a\u66f8\u985e\u306e\u6271\u3044** \u2026 \u4ea4\u901a\u6a5f\u95a2\u306e\u9045\u5ef6\u8a3c\u660e\u306e\u3088\u3046\u306a\u5c0f\u3055\u306a\u7d19\u306f\u3001A4\u306e\u53f0\u7d19\u306b\u8cbc\u3063\u3066\u30b9\u30ad\u30e3\u30f3\u3057\u307e\u3059\n5. **\u5b66\u7c4d\u756a\u53f7\u306e\u5f62\u306e\u78ba\u8a8d** \u2026 \u6841\u6570\u3068\u5148\u982d\u306e\u5165\u5b66\u5e74\u5ea6\u306e\u5f62\u304c\u5408\u308f\u306a\u3044\u3082\u306e\u306f\u3001\u7167\u5408\u306e\u524d\u306b `unreadable` \u306b\u3057\u307e\u3059\n6. **\u91cd\u8907\u306e\u691c\u77e5** \u2026 \u540c\u3058\u5b66\u7c4d\u756a\u53f7\u30fb\u540c\u3058\u6b20\u5e2d\u65e5\u306e\u5c4a\u304c\u76f4\u8fd1\u306b\u3042\u308c\u3070\u3001\u5f8c\u306e\u3082\u306e\u306b\u300c\u518d\u63d0\u51fa\u300d\u306e\u5370\u3092\u4ed8\u3051\u307e\u3059\n\n**5\u756a\u76ee\u3092 AI \u306b\u4efb\u305b\u306a\u3044\u306e\u306f\u3001\u6570\u5b57\u306e\u66f8\u304d\u9593\u9055\u3044\u3092\u76f4\u3055\u305b\u306a\u3044\u305f\u3081\u3067\u3059\u3002** \u300c7\u300d\u3068\u300c1\u300d\u304c\u8aad\u307f\u5206\u3051\u306b\u304f\u3044\u624b\u66f8\u304d\u306e\u5b66\u7c4d\u756a\u53f7\u3092\u3001AI\u306f\u540d\u7c3f\u306b\u3042\u308a\u305d\u3046\u306a\u756a\u53f7\u306b\u5bc4\u305b\u304c\u3061\u3067\u3059\u3002**\u5f62\u304c\u5408\u308f\u306a\u3044\u3082\u306e\u306f\u3001\u540d\u7c3f\u3068\u7167\u5408\u3059\u308b\u524d\u306b\u4eba\u3078\u56de\u3057\u307e\u3059\u3002**\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u5c4a\u3068\u6dfb\u4ed8\u306e\u66f8\u985e\u306b\u66f8\u304b\u308c\u305f\u6587\u5b57\u3068\u5370\u3092\u3001\u6c7a\u307e\u3063\u305f\u9805\u76ee\u306b\u5199\u3059\u3053\u3068\u3060\u3051\u3067\u3059\u3002** \u5c65\u4fee\u3084\u671f\u9650\u306e\u5224\u65ad\u306f\u3055\u305b\u307e\u305b\u3093\u3002\n\n| \u5199\u3059\u9805\u76ee | \u5f53\u305f\u308b\u3082\u306e\u306e\u4f8b | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u5b66\u7c4d\u756a\u53f7\u30fb\u6c0f\u540d | \u300c\u5b66\u7c4d\u756a\u53f7\u300d\u300c\u6c0f\u540d\u300d | \u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u5199\u3057\u3001\u8aad\u307f\u306b\u304f\u3044\u5b57\u306f `unclear` |\n| \u6b20\u5e2d\u3057\u305f\u65e5 | \u300c\u6b20\u5e2d\u65e5\u300d\u300c\u671f\u9593\u300d | \u671f\u9593\u306a\u3089\u958b\u59cb\u65e5\u3068\u7d42\u4e86\u65e5\u3002\u5e74\u304c\u7121\u3051\u308c\u3070\u5e74\u3092\u7a7a\u306b\u3059\u308b |\n| \u79d1\u76ee\u306e\u884c | \u79d1\u76ee\u540d\u3001\u66dc\u65e5\u30fb\u6642\u9650\u3001\u62c5\u5f53\u6559\u54e1 | **\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u5199\u3059\u3002** \u6b63\u5f0f\u306a\u79d1\u76ee\u540d\u306b\u76f4\u3055\u306a\u3044 |\n| \u4e8b\u7531 | \u25a1 \u306e\u5370\u304c\u4ed8\u3044\u305f\u533a\u5206 | \u5370\u304c2\u3064\u3042\u308c\u3070\u4e21\u65b9\u3092\u5199\u3059 |\n| \u6dfb\u4ed8\u306e\u66f8\u985e\u306e\u7a2e\u985e | \u4f1a\u846c\u306e\u793c\u72b6\u3001\u533b\u7642\u6a5f\u95a2\u306e\u66f8\u985e\u3001\u9078\u8003\u306e\u6848\u5185\u3001\u8a66\u5408\u306e\u51fa\u5834\u306e\u8a3c\u660e\u3001\u9045\u5ef6\u8a3c\u660e\u306a\u3069 | \u5f53\u305f\u3089\u306a\u3051\u308c\u3070 `other` |\n| \u6dfb\u4ed8\u306e\u66f8\u985e\u306e\u65e5\u4ed8 | \u767a\u884c\u65e5\u3001\u66f8\u985e\u306b\u66f8\u304b\u308c\u305f\u671f\u9593\u30fb\u65e5\u4ed8 | \u65e5\u4ed8\u304c\u7121\u3051\u308c\u3070\u7a7a |\n| \u6dfb\u4ed8\u306e\u66f8\u985e\u306e\u767a\u884c\u5143 | \u533b\u7642\u6a5f\u95a2\u540d\u3001\u4f01\u696d\u540d\u3001\u9244\u9053\u4f1a\u793e\u540d\u306a\u3069 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u7a7a |\n\n**\u533b\u7642\u6a5f\u95a2\u306e\u66f8\u985e\u3067\u306f\u3001\u7a2e\u985e\u3068\u65e5\u4ed8\u3068\u767a\u884c\u5143\u3060\u3051\u3092\u5199\u3055\u305b\u307e\u3059\u3002** \u8a3a\u65ad\u540d\u3084\u75c7\u72b6\u306f\u3001\u51fa\u6b20\u306e\u767b\u9332\u306b\u3082\u671f\u9650\u306e\u5224\u5b9a\u306b\u3082\u8981\u308a\u307e\u305b\u3093\u3002**\u5199\u3059\u9805\u76ee\u306b\u75c5\u540d\u306e\u6b04\u3092\u4f5c\u3089\u306a\u3044\u3053\u3068\u3067\u3001\u51fa\u529b\u306b\u3082\u53f0\u5e33\u306b\u3082\u6b8b\u3089\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002**\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u79d1\u76ee\u540d\u3092\u6b63\u5f0f\u306a\u540d\u524d\u306b\u76f4\u3059 | \u5c65\u4fee\u30c7\u30fc\u30bf\u306e\u7565\u79f0\u306e\u5217\u3067\u7167\u5408\u3059\u308b |\n| \u5c65\u4fee\u3057\u3066\u3044\u308b\u304b\u306e\u5224\u65ad | \u5c65\u4fee\u30c7\u30fc\u30bf\u3068\u306e\u7167\u5408\u3067\u6c7a\u3081\u308b |\n| \u671f\u9650\u306b\u9593\u306b\u5408\u3063\u3066\u3044\u308b\u304b\u306e\u5224\u65ad | \u4f11\u696d\u65e5\u306e\u4e00\u89a7\u3067\u6570\u3048\u65b9\u3092\u56fa\u5b9a\u3059\u308b |\n| \u6b20\u5e2d\u3057\u305f\u65e5\u306e\u5e74\u3092\u88dc\u3046 | \u5e74\u3092\u307e\u305f\u3050\u5c4a\u30671\u5e74\u305a\u308c\u308b |\n| \u8a3a\u65ad\u540d\u3084\u75c7\u72b6\u3092\u5199\u3059 | \u51fa\u6b20\u306b\u8981\u3089\u306a\u3044\u3002**\u8981\u914d\u616e\u500b\u4eba\u60c5\u5831\u3092\u5e83\u3052\u306a\u3044** |\n| \u5c4a\u3092\u8a8d\u3081\u308b\u304b\u306e\u5224\u65ad | \u6559\u52d9\u8ab2\u3068\u6559\u54e1\u304c\u6c7a\u3081\u308b |\n\n**1\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u300c\u7dda\u4ee3\u300d\u3068\u66f8\u304b\u308c\u305f\u884c\u3092\u300c\u7dda\u5f62\u4ee3\u6570\u2160\u300d\u306b\u76f4\u3057\u3066\u304f\u308c\u308b\u3068\u4fbf\u5229\u306b\u898b\u3048\u307e\u3059\u304c\u3001**\u5b66\u751f\u304c\u300c\u7dda\u5f62\u4ee3\u6570\u2161\u300d\u3092\u5c65\u4fee\u3057\u3066\u3044\u305f\u5834\u5408\u3001AI\u306e\u76f4\u3057\u304c\u5225\u306e\u79d1\u76ee\u306e\u51fa\u6b20\u3092\u4f5c\u308a\u307e\u3059\u3002** \u76f4\u3059\u306e\u306f\u7167\u5408\u306e\u4ed5\u4e8b\u3067\u3001\u5f15\u3051\u306a\u3051\u308c\u3070\u4eba\u306b\u56de\u3057\u307e\u3059\u3002\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n```\n\u3042\u306a\u305f\u306f\u5927\u5b66\u306e\u6559\u52d9\u8ab2\u3067\u3001\u5b66\u751f\u304c\u624b\u66f8\u304d\u3057\u305f\u516c\u6b20\u5c4a\u30fb\u6b20\u5e2d\u5c4a\u3068\u6dfb\u4ed8\u306e\u66f8\u985e\u3092\u8aad\u307f\u3001\n\u51fa\u6b20\u306e\u767b\u9332\u306e\u305f\u3081\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\u7acb\u5834\u3067\u3059\u3002\nOCR\u304c\u8fd4\u3057\u305f\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3060\u3051\u3092\u898b\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u3084\u308b\u3053\u3068\u3011\n1. 1\u30da\u30fc\u30b8\u76ee\u306e\u5c4a\u304b\u3089\u3001\u5b66\u7c4d\u756a\u53f7\u3001\u6c0f\u540d\u3001\u5b66\u90e8\u5b66\u79d1\u3001\u6b20\u5e2d\u3057\u305f\u65e5\uff08\u958b\u59cb\u65e5\u30fb\u7d42\u4e86\u65e5\uff09\u3001\n   \u79d1\u76ee\u306e\u884c\uff08\u79d1\u76ee\u540d\u30fb\u66dc\u65e5\u30fb\u6642\u9650\u30fb\u62c5\u5f53\u6559\u54e1\uff09\u3001\u5370\u306e\u4ed8\u3044\u305f\u4e8b\u7531\u3001\u63d0\u51fa\u65e5\u3092\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n2. 2\u30da\u30fc\u30b8\u76ee\u4ee5\u964d\u306f\u3001\u30da\u30fc\u30b8\u3054\u3068\u306b\u66f8\u985e\u306e\u7a2e\u985e\u3092\u6b21\u304b\u30891\u3064\u9078\u3073\u3001\n   \u66f8\u985e\u306e\u65e5\u4ed8\u3068\u767a\u884c\u5143\u3092\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n   funeral_notice \/ medical \/ job_selection \/ competition \/ transport_delay \/ other\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u5b66\u7c4d\u756a\u53f7\u306f\u66f8\u304b\u308c\u305f\u6570\u5b57\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u6841\u3092\u88dc\u3063\u305f\u308a\u3001\n  \u8aad\u307f\u306b\u304f\u3044\u5b57\u3092\u540d\u7c3f\u306b\u3042\u308a\u305d\u3046\u306a\u756a\u53f7\u306b\u5bc4\u305b\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u79d1\u76ee\u540d\u306f\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u6b63\u5f0f\u306a\u540d\u524d\u306b\u76f4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u65e5\u4ed8\u306e\u5e74\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u3001\u5e74\u3092\u7a7a\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u533b\u7642\u6a5f\u95a2\u306e\u66f8\u985e\u3067\u306f\u3001\u7a2e\u985e\u30fb\u65e5\u4ed8\u30fb\u767a\u884c\u5143\u3060\u3051\u3092\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u8a3a\u65ad\u540d\u3001\u75c7\u72b6\u3001\u691c\u67fb\u306e\u7d50\u679c\u3001\u533b\u5e2b\u306e\u6240\u898b\u306f\u3001\u3069\u306e\u9805\u76ee\u306b\u3082\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u8aad\u307f\u306b\u304f\u3044\u5b57\u306f\u8aad\u3081\u305f\u3068\u304a\u308a\u306b\u5199\u3057\u3001unclear \u3092 true \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5c4a\u3092\u8a8d\u3081\u308b\u304b\u3001\u671f\u9650\u306b\u9593\u306b\u5408\u3063\u3066\u3044\u308b\u304b\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5c4a\u306e\u69d8\u5f0f\u3067\u306a\u3044\u66f8\u985e\u304c1\u30da\u30fc\u30b8\u76ee\u306b\u3042\u308c\u3070\u3001form_found \u3092 false \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8aad\u307f\u53d6\u308a\u7d50\u679c\uff08\u30da\u30fc\u30b8\u3054\u3068\uff09\u3011{pages}\n```\n\n**\u300c\u8a3a\u65ad\u540d\u3092\u66f8\u304b\u306a\u3044\u300d\u3092\u3001\u9805\u76ee\u306e\u4f5c\u308a\u3068\u6307\u793a\u306e\u4e21\u65b9\u3067\u7e1b\u308a\u307e\u3059\u3002** \u30b9\u30ad\u30fc\u30de\u306b\u75c5\u540d\u306e\u6b04\u304c\u7121\u304f\u3066\u3082\u3001AI\u306f `note` \u306e\u3088\u3046\u306a\u81ea\u7531\u8a18\u8ff0\u306e\u6b04\u306b\u66f8\u3053\u3046\u3068\u3057\u307e\u3059\u3002**\u81ea\u7531\u8a18\u8ff0\u306e\u6b04\u3092\u30b9\u30ad\u30fc\u30de\u306b\u7f6e\u304b\u306a\u3044\u3053\u3068\u3082\u3001\u540c\u3058\u76ee\u7684\u306e\u5de5\u592b\u3067\u3059\u3002**\n\n**\u300c\u5e74\u3092\u7a7a\u306b\u3059\u308b\u300d\u3092\u660e\u8a18\u3059\u308b\u306e\u306f\u30011\u6708\u306e\u5c4a\u306e\u305f\u3081\u3067\u3059\u3002** \u5b66\u751f\u306f\u300c12\/25\u300d\u3068\u3060\u3051\u66f8\u304f\u3053\u3068\u304c\u591a\u304f\u3001**\u53d7\u4ed8\u304c1\u6708\u306a\u3089\u524d\u306e\u5e74\u306e12\u6708\u3067\u3059\u3002** AI\u306b\u88dc\u308f\u305b\u305a\u3001Apps Script \u304c\u53d7\u4ed8\u65e5\u304b\u3089\u6c7a\u3081\u307e\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\u3092\u4f7f\u3044\u3001\u6b21\u306e\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002** `output_config.format` \u306b JSON \u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3059\u3068\u3001\u5fdc\u7b54\u304c\u305d\u306e\u30b9\u30ad\u30fc\u30de\u306b\u6cbf\u3063\u305f\u5f62\u306b\u306a\u308a\u307e\u3059\u3002\n\n```json\n{\n  \"form_found\": true,\n  \"student_id\": { \"value\": \"24A1037\", \"unclear\": false },\n  \"name\": { \"value\": \"\", \"unclear\": false },\n  \"absence\": { \"start\": \"--10-01\", \"end\": \"--10-02\" },\n  \"courses\": [\n    { \"name_as_written\": \"\u7dda\u4ee3\", \"day\": \"\u6c34\", \"period\": \"2\",\n      \"teacher\": \"\", \"unclear\": false }\n  ],\n  \"reasons\": [\"funeral\"],\n  \"attachments\": [\n    { \"page\": 2, \"type\": \"funeral_notice\", \"date\": \"2026-09-29\",\n      \"issuer\": \"\", \"unclear\": false }\n  ],\n  \"submitted_on_form\": \"10\/3\"\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`type` \u3092\u5217\u6319\u306e\u5024\u306b\u56fa\u5b9a\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002** \u30b9\u30ad\u30fc\u30de\u306e `enum` \u306b\u66f8\u985e\u306e\u7a2e\u985e\u3092\u4e26\u3079\u3001\u4e8b\u7531\u3054\u3068\u306e\u5fc5\u8981\u66f8\u985e\u306e\u4e00\u89a7\u3068\u540c\u3058\u8a9e\u3067\u7167\u5408\u3057\u307e\u3059\u3002\u305f\u3060\u3057\u516c\u5f0f\u306f\u3001**\u5217\u6319\u306e\u5024\u306e\u5927\u6587\u5b57\u30fb\u5c0f\u6587\u5b57\u307e\u3067\u306f\u4fdd\u8a3c\u3057\u306a\u3044**\u3068\u3057\u3066\u3044\u308b\u306e\u3067\u3001\u7167\u5408\u3067\u306f\u5927\u6587\u5b57\u30fb\u5c0f\u6587\u5b57\u3092\u305d\u308d\u3048\u3066\u304b\u3089\u6bd4\u3079\u307e\u3059\u3002\n\n**2\u3064\u76ee\u306f\u3001\u81ea\u7531\u8a18\u8ff0\u306e\u6b04\u3092\u6301\u305f\u306a\u3044\u3053\u3068\u3067\u3059\u3002** \u69cb\u9020\u5316\u51fa\u529b\u3067\u306f `additionalProperties` \u3092 `false` \u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001**\u30b9\u30ad\u30fc\u30de\u306b\u7121\u3044\u6b04\u306f\u51fa\u3066\u304d\u307e\u305b\u3093\u3002** \u533b\u7642\u6a5f\u95a2\u306e\u66f8\u985e\u306e\u4e2d\u8eab\u304c\u6f0f\u308c\u51fa\u308b\u5834\u6240\u3092\u3001\u5f62\u306e\u5074\u3067\u585e\u3052\u307e\u3059\u3002\n\n**3\u3064\u76ee\u306f\u3001`stop_reason` \u3067\u5931\u6557\u3092\u898b\u5206\u3051\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u516c\u5f0f\u306b\u306f\u3001`max_tokens` \u3067\u6253\u3061\u5207\u3089\u308c\u305f\u3068\u304d\u3084\u65ad\u3063\u305f\u3068\u304d\u306f**\u30b9\u30ad\u30fc\u30de\u306b\u5408\u308f\u306a\u3044\u51fa\u529b\u306b\u306a\u308a\u3046\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u3068\u304d\u306f\u4e00\u89a7\u306b\u66f8\u304b\u305a\u306b\u3084\u308a\u76f4\u3057\u307e\u3059\u3002\n\n| \u884c\u306e\u5224\u5b9a | \u6761\u4ef6 |\n|:--|:--|\n| `ok` | \u5b66\u7c4d\u756a\u53f7\u304c\u540d\u7c3f\u306b\u3042\u308a\u3001\u79d1\u76ee\u304c\u5c65\u4fee\u30c7\u30fc\u30bf\u3067\u5f15\u3051\u3001\u305d\u306e\u65e5\u306b\u305d\u306e\u6642\u9650\u306e\u6388\u696d\u304c\u3042\u308a\u3001\u66f8\u985e\u3068\u671f\u9650\u304c\u6761\u4ef6\u3092\u6e80\u305f\u3059 |\n| `not_enrolled` | \u79d1\u76ee\u304c\u5c65\u4fee\u30c7\u30fc\u30bf\u3067\u5f15\u3051\u306a\u3044 |\n| `no_class` | \u305d\u306e\u65e5\u306e\u305d\u306e\u6642\u9650\u306b\u6388\u696d\u304c\u7121\u3044\uff08\u4f11\u8b1b\u3001\u66dc\u65e5\u306e\u66f8\u304d\u9055\u3044\uff09 |\n| `missing_doc` | \u4e8b\u7531\u306b\u5fc5\u8981\u306a\u7a2e\u985e\u306e\u66f8\u985e\u304c\u7121\u3044\u3001\u307e\u305f\u306f\u66f8\u985e\u306e\u65e5\u4ed8\u304c\u6b20\u5e2d\u3057\u305f\u65e5\u3068\u91cd\u306a\u3089\u306a\u3044 |\n| `late` | \u53d7\u4ed8\u65e5\u304c\u3001\u6b20\u5e2d\u306e\u6700\u7d42\u65e5\u306e\u7fcc\u65e5\u304b\u3089\u4f11\u696d\u65e5\u3092\u9664\u3044\u30667\u65e5\u3092\u904e\u304e\u3066\u3044\u308b |\n| `unreadable` | `unclear` \u304c\u3042\u308b\u304b\u3001\u5b66\u7c4d\u756a\u53f7\u306e\u5f62\u304c\u5408\u308f\u306a\u3044 |\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u53d6\u8fbc\u30d5\u30a9\u30eb\u30c0\uff08\u5171\u6709\u30c9\u30e9\u30a4\u30d6\uff09 | Apps Script \u306e\u6642\u9593\u4e3b\u5c0e\u578b\u30c8\u30ea\u30ac\u30fc | \u65b0\u3057\u3044PDF\u3092\u62fe\u3046 |\n| Google Document AI | API\u547c\u3073\u51fa\u3057 | \u6b04\u30fb\u79d1\u76ee\u306e\u884c\u30fb\u25a1 \u306e\u5370\u30fb\u4fe1\u983c\u5ea6\u3092\u8fd4\u3059 |\n| Claude API | API\u547c\u3073\u51fa\u3057\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09 | \u5c4a\u3068\u6dfb\u4ed8\u306e\u66f8\u985e\u3092\u9805\u76ee\u306b\u5199\u3059 |\n| \u6559\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u66f8\u304d\u51fa\u3057 | \u6bce\u671d\u306eCSV\u3092\u5171\u6709\u30c9\u30e9\u30a4\u30d6\u306b\u7f6e\u304f | \u5b66\u751f\u540d\u7c3f\u30fb\u5c65\u4fee\u30c7\u30fc\u30bf\u30fb\u6642\u9593\u5272\u3092\u8aad\u3080 |\n| \u53d6\u8fbc\u7528\u306eCSV\u30fb\u78ba\u8a8d\u306e\u4e00\u89a7 | Apps Script \u306e\u66f8\u304d\u8fbc\u307f | `ok` \u306e\u884c\u3068\u3001\u305d\u308c\u4ee5\u5916\u306e\u884c |\n| \u6559\u52d9\u30b7\u30b9\u30c6\u30e0 | \u8077\u54e1\u304cCSV\u3092\u4e00\u62ec\u53d6\u8fbc | \u51fa\u6b20\u3078\u306e\u767b\u9332 |\n\n**\u53d6\u8fbc\u7528\u306eCSV\u306e\u5217\u306f\u3001\u6559\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u4e00\u62ec\u53d6\u8fbc\u306e\u5f62\u5f0f\u306b\u5408\u308f\u305b\u307e\u3059\u3002** \u5b66\u7c4d\u756a\u53f7\u3001\u79d1\u76ee\u30b3\u30fc\u30c9\u3001\u6388\u696d\u306e\u65e5\u4ed8\u3001\u6642\u9650\u3001\u51fa\u6b20\u306e\u533a\u5206\uff08\u516c\u6b20\u30fb\u5c4a\u51fa\u6b20\u5e2d\uff09\u304c\u4e2d\u5fc3\u3067\u3059\u3002**\u5217\u306e\u540d\u524d\u3084\u533a\u5206\u306e\u5024\u306f\u88fd\u54c1\u306b\u3088\u3063\u3066\u9055\u3046\u306e\u3067\u3001\u53d6\u8fbc\u306e\u624b\u5f15\u304d\u3092\u898b\u3066\u5408\u308f\u305b\u3066\u304f\u3060\u3055\u3044\u3002**\n\n**\u78ba\u8a8d\u306e\u4e00\u89a7\u306b\u306f\u3001\u5c4a\u306e\u753b\u50cf\u3078\u306e\u30ea\u30f3\u30af\u3068\u3001\u5f15\u3063\u304b\u304b\u3063\u305f\u7406\u7531\u3092\u4e26\u3079\u307e\u3059\u3002** \u8077\u54e1\u306f\u7406\u7531\u3067\u4e26\u3079\u66ff\u3048\u3001`unreadable` \u304b\u3089\u5148\u306b\u7247\u4ed8\u3051\u307e\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n1. **`unreadable` \u3092\u5148\u306b\u898b\u308b** \u2026 \u753b\u50cf\u3092\u958b\u304d\u3001\u5b66\u7c4d\u756a\u53f7\u3068\u65e5\u4ed8\u3092\u76f4\u3057\u307e\u3059\u3002**\u591a\u304f\u306f\u624b\u66f8\u304d\u306e\u6570\u5b57\u306e\u8aad\u307f\u9055\u3044\u3067\u3059**\n2. **`not_enrolled` \u3068 `no_class` \u3092\u898b\u308b** \u2026 \u7565\u79f0\u3067\u5f15\u3051\u306a\u304b\u3063\u305f\u306e\u304b\u3001\u5b66\u751f\u306e\u66f8\u304d\u9055\u3044\u306a\u306e\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\u7565\u79f0\u304c\u539f\u56e0\u306a\u3089\u5c65\u4fee\u30c7\u30fc\u30bf\u306e\u7565\u79f0\u306e\u5217\u306b\u8db3\u3057\u307e\u3059**\n3. **`missing_doc` \u3092\u898b\u308b** \u2026 \u66f8\u985e\u304c\u672c\u5f53\u306b\u7121\u3044\u306e\u304b\u3001\u7a2e\u985e\u306e\u5224\u5b9a\u304c\u305a\u308c\u305f\u306e\u304b\u3092\u753b\u50cf\u3067\u78ba\u304b\u3081\u3001\u7121\u3051\u308c\u3070\u5b66\u751f\u306b\u9023\u7d61\u3057\u307e\u3059\n4. **`late` \u3092\u898b\u308b** \u2026 **\u671f\u9650\u3092\u904e\u304e\u305f\u4e8b\u60c5\u3092\u5b66\u751f\u306b\u805e\u304d\u3001\u53d7\u3051\u4ed8\u3051\u308b\u304b\u3092\u6c7a\u3081\u307e\u3059\u3002** \u6c7a\u3081\u305f\u7406\u7531\u3092\u4e00\u89a7\u306b\u6b8b\u3057\u307e\u3059\n5. **\u53d6\u8fbc\u7528\u306eCSV\u3092\u53d6\u308a\u8fbc\u3080** \u2026 `ok` \u306e\u884c\u306e\u4ef6\u6570\u3092\u78ba\u304b\u3081\u3066\u304b\u3089\u53d6\u308a\u8fbc\u307f\u307e\u3059\n\n**4\u756a\u76ee\u306f\u3001\u4ed5\u7d44\u307f\u3067\u306f\u6c7a\u3081\u307e\u305b\u3093\u3002** \u5165\u9662\u3057\u3066\u3044\u3066\u51fa\u305b\u306a\u304b\u3063\u305f\u3001\u5fcc\u5f15\u3067\u5e30\u7701\u3057\u3066\u3044\u305f\u3001\u3068\u3044\u3046\u4e8b\u60c5\u306f\u5c4a\u306e\u7d19\u306b\u306f\u66f8\u304b\u308c\u3066\u3044\u307e\u305b\u3093\u3002**`late` \u306f\u300c\u6570\u3048\u65b9\u306e\u4e0a\u3067\u904e\u304e\u3066\u3044\u308b\u300d\u3068\u3044\u3046\u4e8b\u5b9f\u306e\u5370\u3067\u3059\u3002**\n\n**2\u756a\u76ee\u3067\u8db3\u3057\u305f\u7565\u79f0\u3068\u30014\u756a\u76ee\u3067\u6b8b\u3057\u305f\u7406\u7531\u306f\u3001\u6708\u306b\u4e00\u5ea6\u898b\u76f4\u3057\u307e\u3059\u3002** \u540c\u3058\u7565\u79f0\u304c\u4f55\u5ea6\u3082\u8db3\u3055\u308c\u3066\u3044\u308c\u3070\u5c65\u4fee\u30c7\u30fc\u30bf\u306e\u66f8\u304d\u51fa\u3057\u306b\u6b63\u5f0f\u306b\u52a0\u3048\u3001\u540c\u3058\u4e8b\u60c5\u3067\u306e\u53d7\u3051\u4ed8\u3051\u304c\u7d9a\u3044\u3066\u3044\u308c\u3070\u3001**\u898f\u7a0b\u306e\u5074\u306b\u4f8b\u3068\u3057\u3066\u66f8\u304d\u8db3\u3059\u304b\u3092\u6559\u52d9\u8ab2\u3067\u8a71\u3057\u5408\u3044\u307e\u3059\u3002** \u78ba\u8a8d\u306e\u4e00\u89a7\u306f\u3001\u898f\u7a0b\u3068\u4e00\u89a7\u3092\u80b2\u3066\u308b\u305f\u3081\u306e\u6750\u6599\u306b\u3082\u306a\u308a\u307e\u3059\u3002\n\n**\u8077\u54e1\u304c\u624b\u3092\u6b62\u3081\u308b\u306e\u306f\u3001\u306a\u3089\u3057\u3066\u5168\u4f53\u306e3\u5272\u524d\u5f8c\u3068\u3044\u3046\u60f3\u5b9a\u3067\u3059\u3002** \u7b2c10\u7ae0\u306e1\u4ef62\u5206\u306f\u3001\u3053\u306e\u78ba\u8a8d\u3068\u53d6\u308a\u8fbc\u307f\u306e\u6642\u9593\u3067\u3059\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| 1\u30da\u30fc\u30b8\u76ee\u304c\u5c4a\u306e\u69d8\u5f0f\u3067\u306a\u3044 | `form_found` \u304c `false`\u3002\u4e26\u3079\u76f4\u3057\u3066\u518d\u6295\u5165 |\n| \u5b66\u7c4d\u756a\u53f7\u306e\u5f62\u304c\u5408\u308f\u306a\u3044 | `unreadable`\u3002\u540d\u7c3f\u3068\u7167\u5408\u3057\u306a\u3044 |\n| \u5b66\u7c4d\u756a\u53f7\u304c\u540d\u7c3f\u306b\u7121\u3044 | \u5352\u696d\u30fb\u9000\u5b66\u30fb\u4f11\u5b66\u306e\u5b66\u751f\u3092\u7591\u3044\u3001\u8077\u54e1\u304c\u78ba\u304b\u3081\u308b |\n| \u79d1\u76ee\u306e\u884c\u304c\u7a7a | \u6b20\u5e2d\u3057\u305f\u65e5\u306e\u6642\u9593\u5272\u304b\u3089\u79d1\u76ee\u3092\u63a8\u3057\u91cf\u3089\u305a\u3001\u5b66\u751f\u306b\u9023\u7d61 |\n| \u4e8b\u7531\u306e \u25a1 \u304c2\u3064 | \u4e21\u65b9\u306e\u5fc5\u8981\u66f8\u985e\u3067\u7167\u5408\u3057\u3001\u3069\u3061\u3089\u304b\u304c\u305d\u308d\u3048\u3070\u8077\u54e1\u306b\u56de\u3059 |\n| \u66f8\u985e\u306e\u65e5\u4ed8\u304c\u8aad\u3081\u306a\u3044 | `missing_doc` \u3067\u306f\u306a\u304f `unreadable` \u306b\u3059\u308b |\n| \u5e74\u3092\u307e\u305f\u3050\u5c4a | \u53d7\u4ed8\u65e5\u304b\u3089\u5e74\u3092\u6c7a\u3081\u308b\u3002**12\u6708\u30681\u6708\u306e\u5c4a\u306f\u8077\u54e1\u304c\u65e5\u4ed8\u3092\u78ba\u304b\u3081\u308b** |\n| \u6559\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u66f8\u304d\u51fa\u3057\u304c\u53e4\u3044 | \u66f8\u304d\u51fa\u3057\u306e\u65e5\u4ed8\u304c\u5f53\u65e5\u3067\u306a\u3051\u308c\u3070\u3001\u7167\u5408\u3092\u305b\u305a\u306b\u6b62\u3081\u308b |\n| Document AI \u3084 Claude API \u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u53d6\u8fbc\u30d5\u30a9\u30eb\u30c0\u306b\u6b8b\u3057\u3001\u6b21\u306e\u5b9f\u884c\u3067\u3084\u308a\u76f4\u3059 |\n\n**6\u884c\u76ee\u306e\u533a\u5225\u304c\u5927\u4e8b\u3067\u3059\u3002** \u65e5\u4ed8\u304c\u8aad\u3081\u306a\u3044\u3060\u3051\u306e\u66f8\u985e\u3092 `missing_doc` \u306b\u3059\u308b\u3068\u3001**\u4ed8\u3044\u3066\u3044\u308b\u8a3c\u660e\u66f8\u3092\u300c\u4ed8\u3044\u3066\u3044\u306a\u3044\u300d\u3068\u5b66\u751f\u306b\u4f1d\u3048\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u5c4a\u306ePDF\u3068\u53d7\u4ed8\u65e5\u3001\u53d7\u4ed8\u756a\u53f7\n- Document AI \u304c\u8fd4\u3057\u305fJSON\u306e\u5168\u6587\uff08**\u95b2\u89a7\u3067\u304d\u308b\u8077\u54e1\u3092\u9650\u3063\u305f\u5834\u6240\u306b\u7f6e\u304f**\uff09\n- Claude API \u304c\u8fd4\u3057\u305f\u9805\u76ee\u306e\u5168\u6587\u3068 `stop_reason`\n- \u7167\u5408\u306b\u4f7f\u3063\u305f\u5b66\u751f\u540d\u7c3f\u30fb\u5c65\u4fee\u30c7\u30fc\u30bf\u30fb\u6642\u9593\u5272\u306e**\u66f8\u304d\u51fa\u3057\u306e\u65e5\u4ed8**\n- \u884c\u3054\u3068\u306e\u5224\u5b9a\u3068\u3001\u8077\u54e1\u304c\u76f4\u3057\u305f\u5185\u5bb9\u3001`late` \u3092\u53d7\u3051\u4ed8\u3051\u305f\u7406\u7531\n- \u53d6\u8fbc\u7528\u306eCSV\u3068\u3001\u53d6\u308a\u8fbc\u3093\u3060\u65e5\u6642\n\n**2\u3064\u76ee\u306e\u7f6e\u304d\u5834\u6240\u3092\u5206\u3051\u308b\u306e\u306f\u3001\u8aad\u307f\u53d6\u308a\u306e\u5168\u6587\u306b\u8a3a\u65ad\u540d\u304c\u542b\u307e\u308c\u308b\u305f\u3081\u3067\u3059\u3002** \u9805\u76ee\u306b\u5199\u3057\u305f\u3082\u306e\u306b\u306f\u75c5\u540d\u304c\u3042\u308a\u307e\u305b\u3093\u304c\u3001OCR\u306e\u5168\u6587\u306b\u306f\u6b8b\u308a\u307e\u3059\u3002**\u5168\u6587\u306f\u53d6\u308a\u9055\u3048\u3092\u8abf\u3079\u308b\u3068\u304d\u3060\u3051\u958b\u304f\u63a7\u3048\u3068\u3057\u3001\u4fdd\u5b58\u306e\u671f\u9593\u3092\u6c7a\u3081\u3066\u6d88\u3057\u307e\u3059\u3002**","minimal_setup":"1. \u5148\u6708\u306e\u5c4a\u304b\u308930\u679a\u3092\u9078\u3076\uff08**\u3046\u3061\u6570\u679a\u306f\u3001\u6dfb\u4ed8\u6f0f\u308c\u3084\u671f\u9650\u5207\u308c\u3067\u4fdd\u7559\u306b\u3057\u305f\u3082\u306e\u3092\u5165\u308c\u308b**\uff09\n2. \u8a3a\u65ad\u540d\u306e\u8f09\u3063\u305f\u66f8\u985e\u306f\u5916\u3057\u3001\u5c4a\u3068\u3001\u305d\u308c\u4ee5\u5916\u306e\u6dfb\u4ed8\u306e\u66f8\u985e\u3092PDF\u306b\u3059\u308b\n3. \u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306e\u753b\u9762\u306b1\u679a\u305a\u3064\u8cbc\u308a\u3001\u300c\u5b66\u7c4d\u756a\u53f7\u3001\u6b20\u5e2d\u3057\u305f\u65e5\u3001\u79d1\u76ee\u306e\u884c\u3001\u4e8b\u7531\u3001\u6dfb\u4ed8\u306e\u66f8\u985e\u306e\u7a2e\u985e\u3068\u65e5\u4ed8\u3092\u8868\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u79d1\u76ee\u540d\u306f\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u3002\u8aad\u3081\u306a\u3044\u5b57\u306f\u8aad\u3081\u306a\u3044\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n4. \u51fa\u3066\u304d\u305f\u8868\u3092\u3001\u6559\u52d9\u30b7\u30b9\u30c6\u30e0\u306b\u5165\u3063\u3066\u3044\u308b\u51fa\u6b20\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\n5. \u540c\u305830\u679a\u3067\u3001\u5c65\u4fee\u3068\u6642\u9593\u5272\u306e\u7167\u5408\u3092\u8077\u54e1\u304c\u624b\u3067\u884c\u3044\u3001\u5f15\u3051\u306a\u304b\u3063\u305f\u7565\u79f0\u3092\u66f8\u304d\u51fa\u3059\n\n**30\u679a\u306f\u5fc5\u305a\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u3064\u306a\u304e\u8fbc\u3080\u524d\u306b\u3001**\u624b\u66f8\u304d\u306e\u5b66\u7c4d\u756a\u53f7\u3068\u65e5\u4ed8\u304c\u3069\u308c\u3060\u3051\u8aad\u3081\u308b\u304b**\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u5b66\u7c4d\u756a\u53f7\u3068\u65e5\u4ed8\u304c\u307b\u307c\u5408\u3063\u305f | **Document AI \u3068\u306e\u3064\u306a\u304e\u306b\u9032\u3080** |\n| \u79d1\u76ee\u540d\u3092\u6b63\u5f0f\u306a\u540d\u524d\u306b\u76f4\u3057\u305f | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u7565\u79f0\u3067\u5f15\u3051\u306a\u3044\u79d1\u76ee\u304c\u591a\u3044 | \u5c65\u4fee\u30c7\u30fc\u30bf\u306e\u7565\u79f0\u306e\u5217\u304c\u5148 |\n| \u624b\u66f8\u304d\u306e\u6570\u5b57\u304c\u8aad\u3081\u306a\u3044\u679a\u6570\u304c\u591a\u3044 | **\u69d8\u5f0f\u306b\u6570\u5b57\u306e\u5347\u76ee\u3092\u8a2d\u3051\u308b\u306e\u304c\u5148** |\n\n**4\u884c\u76ee\u304c\u51fa\u305f\u3089\u3001\u69d8\u5f0f\u3092\u76f4\u3059\u5408\u56f3\u3067\u3059\u3002** \u5b66\u7c4d\u756a\u53f7\u306e\u6b04\u30921\u6841\u305a\u3064\u306e\u5347\u76ee\u306b\u3059\u308b\u3060\u3051\u3067\u3001\u6570\u5b57\u306e\u8aad\u307f\u53d6\u308a\u306f\u5b89\u5b9a\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002","minimal_setup_short":"PDF\u3092\u624b\u3067AI\u306e\u753b\u9762\u306b\u8cbc\u308a\u3001\u9805\u76ee\u3092\u8868\u306b\u3055\u305b\u308b \uff0f 1\u679a\u3054\u3068\u306e\u8aad\u307f\u53d6\u308a","semi_auto_setup":"\u4e0a\u8a18\uff0b\u53d6\u8fbc\u30d5\u30a9\u30eb\u30c0\u304b\u3089 Document AI \u3068 Claude API \u3092\u547c\u3073\u3001\u4e00\u89a7\u306b\u66f8\u304d\u51fa\u3059 \uff0f \u8aad\u307f\u53d6\u308a\u3068\u9805\u76ee\u306e\u4e00\u89a7\u5316","full_setup":"\u4e0a\u8a18\uff0b\u5c65\u4fee\u30fb\u6642\u9593\u5272\u30fb\u671f\u9650\u30fb\u5fc5\u8981\u66f8\u985e\u3068\u7167\u5408\u3057\u3001\u53d6\u8fbc\u7528\u306eCSV\u3068\u78ba\u8a8d\u306e\u4e00\u89a7\u306b\u5206\u3051\u308b \uff0f \u7167\u5408\u3068\u51fa\u6b20\u306e\u767b\u9332\u30c7\u30fc\u30bf\u306e\u4f5c\u6210","level_note":"**\u6700\u5c0f\u69cb\u6210\u306f\u3001\u8aad\u307f\u53d6\u308a\u306e\u5177\u5408\u3092\u78ba\u304b\u3081\u308b\u305f\u3081\u306e\u6bb5\u968e\u3067\u3059\u3002** 600\u679a\u306b\u306f\u4f7f\u3048\u307e\u305b\u3093\u3002\n**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4ef66\u5206\u304c4\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u8aad\u307f\u53d6\u308a\u306f\u81ea\u52d5\u306b\u306a\u308a\u307e\u3059\u304c\u3001\u5c65\u4fee\u3068\u6642\u9593\u5272\u306e\u7167\u5408\u3068\u3001\u6559\u52d9\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u5165\u529b\u304c\u6b8b\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u30672\u5206\u306b\u306a\u308a\u3001\u3053\u306e\u6bb5\u968e\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002** \u5dee\u304c\u5927\u304d\u3044\u306e\u306f\u3001**\u7167\u5408\u3068\u5165\u529b\u304c\u79d1\u76ee\u306e\u884c\u306e\u6570\u3060\u3051\u304f\u308a\u8fd4\u3059\u4f5c\u696d\u3060\u304b\u3089\u3067\u3059\u3002**\n**\u6bb5\u968e\u3092\u98db\u3070\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u534a\u81ea\u52d5\u5316\u306e\u4e00\u89a7\u30921\u304b\u6708\u898b\u308b\u3068\u3001\u5f15\u3051\u306a\u3044\u7565\u79f0\u3068\u8aad\u307f\u306b\u304f\u3044\u69d8\u5f0f\u306e\u6b04\u304c\u5148\u306b\u5206\u304b\u308a\u307e\u3059\u3002**\u305d\u3053\u3092\u76f4\u3057\u3066\u304b\u3089\u7167\u5408\u3092\u8db3\u3059\u307b\u3046\u304c\u3001`not_enrolled` \u306e\u7a7a\u632f\u308a\u304c\u6e1b\u308a\u307e\u3059\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| AI\u304c\u79d1\u76ee\u540d\u3092\u6b63\u5f0f\u306a\u540d\u524d\u306b\u76f4\u3059 | \u6307\u793a\u3067\u7981\u3058\u3001**\u5c65\u4fee\u30c7\u30fc\u30bf\u306e\u7565\u79f0\u306e\u5217\u3067\u7167\u5408\u3059\u308b** |\n| \u624b\u66f8\u304d\u306e\u5b66\u7c4d\u756a\u53f7\u3092\u540d\u7c3f\u306b\u5bc4\u305b\u308b | \u5f62\u306e\u78ba\u8a8d\u3092\u7167\u5408\u306e\u524d\u306b\u7f6e\u304d\u3001\u5bc4\u305b\u3055\u305b\u306a\u3044 |\n| \u4e8b\u7531\u3092\u25cb\u3067\u56f2\u3080\u69d8\u5f0f\u304c\u8aad\u3081\u306a\u3044 | \u30e9\u30b8\u30aa\u30dc\u30bf\u30f3\u306b\u5bfe\u5fdc\u3057\u306a\u3044\u3002**\u25a1 \u306b\u76f4\u3059** |\n| \u7a7a\u6b04\u306e\u6b04\u304c\u8fd4\u3063\u3066\u3053\u306a\u3044 | \u5024\u306e\u7121\u3044\u30ad\u30fc\u3068\u5024\u306e\u7d44\u306f\u78ba\u5b9f\u306b\u306f\u8aad\u3081\u306a\u3044\u3002**\u8fd4\u3063\u3066\u3053\u306a\u3044\u3053\u3068\u3092\u7a7a\u6b04\u3068\u6c7a\u3081\u3064\u3051\u306a\u3044** |\n| \u671f\u9650\u306e\u6570\u3048\u65b9\u304c\u305a\u308c\u308b | \u4f11\u696d\u65e5\u306e\u4e00\u89a7\u3067\u6570\u3048\u3001\u898f\u7a0b\u306e\u6587\u8a00\u3092\u4e00\u89a7\u306e\u6a2a\u306b\u66f8\u3044\u3066\u304a\u304f |\n| \u5b66\u751f\u306e\u66f8\u3044\u305f\u63d0\u51fa\u65e5\u3067\u671f\u9650\u3092\u5224\u5b9a\u3059\u308b | **\u53d7\u4ed8\u65e5\u306f\u30d5\u30a1\u30a4\u30eb\u540d\u304b\u3089\u53d6\u308b** |\n| \u5e74\u3092\u307e\u305f\u3050\u5c4a\u304c1\u5e74\u305a\u308c\u308b | \u5e74\u306f\u53d7\u4ed8\u65e5\u304b\u3089\u6c7a\u3081\u308b |\n| \u8a3a\u65ad\u540d\u304c\u53f0\u5e33\u306b\u6b8b\u308b | **\u5199\u3059\u9805\u76ee\u306b\u75c5\u540d\u306e\u6b04\u3092\u4f5c\u3089\u306a\u3044\u3002** \u81ea\u7531\u8a18\u8ff0\u306e\u6b04\u3082\u7f6e\u304b\u306a\u3044 |\n| \u66f8\u304d\u51fa\u3057\u304c\u53e4\u3044\u307e\u307e\u7167\u5408\u3059\u308b | \u66f8\u304d\u51fa\u3057\u306e\u65e5\u4ed8\u3092\u78ba\u304b\u3081\u3001\u53e4\u3051\u308c\u3070\u6b62\u3081\u308b |\n| `late` \u3092\u81ea\u52d5\u3067\u5dee\u3057\u623b\u3059 | **\u671f\u9650\u3092\u904e\u304e\u305f\u4e8b\u60c5\u306f\u8077\u54e1\u304c\u805e\u304f** |\n\n**\u4e0a\u306e2\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u3061\u3089\u3082\u3001AI\u304c\u89aa\u5207\u306b\u300c\u76f4\u3059\u300d\u3053\u3068\u304b\u3089\u8d77\u304d\u307e\u3059\u3002**\u76f4\u3059\u306e\u306f\u7167\u5408\u306e\u4ed5\u4e8b\u306b\u3057\u3001\u5f15\u3051\u306a\u3051\u308c\u3070\u4eba\u306b\u56de\u3059\u3001\u3068\u3044\u3046\u7dda\u3092\u5b88\u308b\u304b\u3069\u3046\u304b\u3067\u904b\u7528\u306b\u4e57\u308b\u304b\u304c\u6c7a\u307e\u308a\u307e\u3059\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u5b66\u751f\u306e\u5b66\u7c4d\u756a\u53f7\u30fb\u6c0f\u540d\u30fb\u5b66\u90e8\u5b66\u79d1\u30fb\u5c65\u4fee\u3001\u6b20\u5e2d\u306e\u4e8b\u7531\u3001\u305d\u3057\u3066\u6dfb\u4ed8\u306e\u66f8\u985e\u306b\u66f8\u304b\u308c\u305f**\u89aa\u65cf\u306e\u846c\u5100\u3001\u5c31\u8077\u5148\u306e\u4f01\u696d\u540d\u3001\u533b\u7642\u6a5f\u95a2\u3067\u306e\u53d7\u8a3a**\u3067\u3059\u3002\n\n1. **\u75c5\u6b74\u306b\u3042\u305f\u308b\u60c5\u5831\u3092\u5e83\u3052\u306a\u3044** \u2026 \u500b\u4eba\u60c5\u5831\u4fdd\u8b77\u59d4\u54e1\u4f1a\u306e\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306f\u3001\u8981\u914d\u616e\u500b\u4eba\u60c5\u5831\u306e\u300c\u75c5\u6b74\u300d\u3092\u3001\u7279\u5b9a\u306e\u500b\u4eba\u304c\u75c5\u6c17\u306b\u7f79\u60a3\u3057\u305f\u7d4c\u6b74\u3092\u793a\u3059\u90e8\u5206\u3068\u3057\u3066\u3044\u307e\u3059\u3002**\u5199\u3059\u9805\u76ee\u306b\u75c5\u540d\u3092\u7f6e\u304b\u305a\u3001OCR\u306e\u5168\u6587\u306f\u95b2\u89a7\u3092\u9650\u3063\u305f\u5834\u6240\u306b\u671f\u9593\u3092\u6c7a\u3081\u3066\u7f6e\u304d\u307e\u3059**\n2. **\u3088\u308a\u614e\u91cd\u306b\u3059\u308b\u306a\u3089\u3001\u533b\u7642\u6a5f\u95a2\u306e\u66f8\u985e\u3092\u30b9\u30ad\u30e3\u30f3\u3057\u306a\u3044** \u2026 \u7a93\u53e3\u3067\u8077\u54e1\u304c\u539f\u672c\u3092\u898b\u3066\u3001\u5c4a\u306e\u7a93\u53e3\u8a18\u5165\u6b04\u306e\u300c\u66f8\u985e\u78ba\u8a8d\u6e08\u300d\u306b\u5370\u3092\u4ed8\u3051\u308b\u904b\u7528\u3082\u3067\u304d\u307e\u3059\u3002**\u305d\u306e\u5834\u5408\u3001\u75c5\u6c17\u306e\u5c4a\u3067\u306f\u66f8\u985e\u306e\u7a2e\u985e\u306e\u7167\u5408\u3092\u4eba\u304c\u884c\u3044\u307e\u3059**\n3. **\u51e6\u7406\u3059\u308b\u5834\u6240\u3092\u78ba\u304b\u3081\u308b** \u2026 Document AI \u306e\u30ea\u30fc\u30b8\u30e7\u30f3\u306b\u65e5\u672c\u306f\u3042\u308a\u307e\u305b\u3093\u3002**\u56fd\u5916\u3067\u51e6\u7406\u3057\u3066\u3088\u3044\u304b\u3092\u3001\u5b66\u5185\u306e\u500b\u4eba\u60c5\u5831\u306e\u53d6\u6271\u3044\u306e\u898f\u7a0b\u3067\u78ba\u304b\u3081\u307e\u3059**\n4. **\u51fa\u6b20\u3092\u81ea\u52d5\u3067\u78ba\u5b9a\u3055\u305b\u306a\u3044** \u2026 \u53d6\u308a\u8fbc\u307f\u306f\u8077\u54e1\u306e\u64cd\u4f5c\u306b\u6b8b\u3057\u307e\u3059\u3002\u51fa\u6b20\u306f\u6210\u7e3e\u306e\u5224\u5b9a\u306b\u95a2\u308f\u308a\u307e\u3059\n5. **\u671f\u9650\u5207\u308c\u3092\u81ea\u52d5\u3067\u5dee\u3057\u623b\u3055\u306a\u3044** \u2026 \u4e8b\u60c5\u3092\u805e\u304b\u305a\u306b\u53d7\u3051\u4ed8\u3051\u306a\u3044\u3068\u3001**\u5b66\u751f\u306e\u4e0d\u5229\u76ca\u304c\u4ed5\u7d44\u307f\u306e\u5224\u65ad\u3067\u6c7a\u307e\u308a\u307e\u3059**\n6. **\u5c31\u8077\u5148\u306e\u4f01\u696d\u540d\u3092\u4ed6\u306e\u7528\u9014\u306b\u4f7f\u308f\u306a\u3044** \u2026 \u9078\u8003\u306e\u6848\u5185\u306b\u66f8\u304b\u308c\u305f\u4f01\u696d\u540d\u306f\u3001\u51fa\u6b20\u306e\u305f\u3081\u306b\u8aad\u3093\u3060\u3082\u306e\u3067\u3059\u3002**\u5c31\u8077\u306e\u72b6\u6cc1\u306e\u96c6\u8a08\u306a\u3069\u306b\u6d41\u7528\u3057\u307e\u305b\u3093**\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u8aa4\u3063\u305f\u51fa\u6b20\u304c\u767b\u9332\u3055\u308c\u308b\u3053\u3068\u3068\u3001\u4ed8\u3044\u3066\u3044\u308b\u66f8\u985e\u3092\u300c\u7121\u3044\u300d\u3068\u4f1d\u3048\u308b\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u53d6\u308a\u8fbc\u307f\u3092\u4eba\u306e\u64cd\u4f5c\u306b\u6b8b\u3057\u3066\u9632\u304e\u3001\u5f8c\u8005\u306f `unreadable` \u3068 `missing_doc` \u3092\u5206\u3051\u3066\u9632\u304e\u307e\u3059\u3002","recommended_for":"\u5b66\u751f\u6570\u304c\u6570\u5343\u4eba\u898f\u6a21\u3067\u3001\u5fcc\u5f15\u30fb\u611f\u67d3\u75c7\u30fb\u5c31\u8077\u6d3b\u52d5\u30fb\u516c\u5f0f\u8a66\u5408\u306a\u3069\u306b\u3088\u308b\u6b20\u5e2d\u306e\u5c4a\u3092\u7d19\u3067\u53d7\u3051\u4ed8\u3051\u3066\u3044\u308b\u79c1\u7acb\u5927\u5b66\u30fb\u77ed\u671f\u5927\u5b66\u30fb\u5c02\u9580\u5b66\u6821\u3002\u7a93\u53e3\u306e\u8077\u54e1\u304c\u5c4a\u3092\u898b\u306a\u304c\u3089\u5c65\u4fee\u3068\u6642\u9593\u5272\u3092\u78ba\u304b\u3081\u3001\u6559\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u51fa\u6b20\u306b\u624b\u3067\u5165\u308c\u3066\u3044\u308b\u5834\u5408\u3002\u8a3c\u660e\u66f8\u306e\u6dfb\u4ed8\u6f0f\u308c\u3084\u63d0\u51fa\u671f\u9650\u306e\u904e\u304e\u305f\u5c4a\u306b\u6c17\u3065\u304f\u306e\u304c\u3001\u6559\u54e1\u304b\u3089\u554f\u3044\u5408\u308f\u305b\u304c\u6765\u3066\u304b\u3089\u306b\u306a\u3063\u3066\u3044\u308b\u5834\u5408\u3002Google Workspace 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