{"id":15304,"date":"2026-10-14T11:38:01","date_gmt":"2026-10-14T02:38:01","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/en-apc-invoice-check\/"},"modified":"2026-10-14T11:38:01","modified_gmt":"2026-10-14T02:38:01","slug":"en-apc-invoice-check","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/en-apc-invoice-check\/","title":{"rendered":"\u5927\u5b66\u306b\u6d77\u5916\u306e\u51fa\u7248\u793e\u304b\u3089\u5c4a\u304f\u82f1\u6587\u306e\u8ad6\u6587\u63b2\u8f09\u6599\uff08APC\uff09\u306e\u8acb\u6c42\u66f8\u3092\u8aad\u307f\u53d6\u308a\u3001\u8ad6\u6587\u30fb\u8457\u8005\u30fb\u5272\u5f15\u306e\u9069\u7528\u3092\u5951\u7d04\u6761\u4ef6\u3068\u7167\u3089\u3057\u3066\u3001\u652f\u6255\u3044\u306e\u53ef\u5426\u3092\u4e00\u6b21\u5224\u5b9a\u3059\u308b"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u6d77\u5916\u306e\u51fa\u7248\u793e\u304b\u3089\u5c4a\u304f\u82f1\u6587\u306e\u8ad6\u6587\u63b2\u8f09\u6599\uff08APC\uff09\u306e\u8acb\u6c42\u66f8\u3092\u8aad\u307f\u53d6\u308a\u3001\u8ad6\u6587\u30fb\u8cac\u4efb\u8457\u8005\u30fb\u5272\u5f15\u306e\u9069\u7528\u3092\u51fa\u7248\u793e\u3068\u306e\u5951\u7d04\u6761\u4ef6\u3068\u5b66\u5185\u306e\u7533\u8acb\u306b\u7167\u3089\u3057\u307e\u3059\u3002\u652f\u6255\u3063\u3066\u3088\u3044\u3082\u306e\u3001\u5951\u7d04\u3067\u7cbe\u7b97\u3055\u308c\u308b\u306f\u305a\u306e\u3082\u306e\u3001\u5272\u5f15\u304c\u4ed8\u3044\u3066\u3044\u306a\u3044\u3082\u306e\u3092\u4e00\u6b21\u5224\u5b9a\u3057\u3066\u62c5\u5f53\u8005\u306b\u56de\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-1430","platform_main":"AWS Textract","publish_date":"","last_updated":"2026-10-14","tech_verified_date":"2026-10-14","trigger":"**\u5b66\u5185\u306eAPC\u306e\u652f\u6255\u7533\u8acb\u304c\u53d7\u3051\u4ed8\u3051\u3089\u308c\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u6dfb\u4ed8\u306ePDF\u3092 S3 \u306e `apc\/<\u5e74\u6708>\/<\u7533\u8acb\u756a\u53f7>\/` \u306b\u4fdd\u5b58\u3057\u3001**\u3069\u306e\u7533\u8acb\u306e\u8acb\u6c42\u66f8\u304b\u3092\u4fdd\u5b58\u3057\u305f\u5834\u6240\u3067\u6c7a\u3081\u307e\u3059\u3002** \u5b9b\u540d\u304b\u3089\u7533\u8acb\u3092\u63a2\u3059\u3068\u3001\u540c\u3058\u7814\u7a76\u8005\u306e\u5225\u306e\u8ad6\u6587\u3068\u53d6\u308a\u9055\u3048\u307e\u3059\u3002\n\n**\u4fdd\u5b58\u3092\u304d\u3063\u304b\u3051\u306b\u3001\u8acb\u6c42\u66f8\u306e\u9805\u76ee\u3068\u660e\u7d30\u3092\u53d6\u308b StartExpenseAnalysis \u3068\u3001\u8ad6\u6587\u306e\u60c5\u5831\u3092\u554f\u3044\u5408\u308f\u305b\u3067\u53d6\u308b StartDocumentAnalysis \u3092\u540c\u6642\u306b\u59cb\u3081\u307e\u3059\u3002** \u8acb\u6c42\u66f8\u306e\u8aad\u307f\u53d6\u308a\u306e\u6a5f\u80fd\u306b\u306f\u554f\u3044\u5408\u308f\u305b\u3092\u6e21\u3059\u53e3\u304c\u7121\u3044\u305f\u3081\u30012\u3064\u306b\u5206\u3051\u307e\u3059\u3002\n\n**\u3069\u3061\u3089\u3082 ClientRequestToken \u306b\u300c\u7533\u8acb\u756a\u53f7\uff0b\u7248\u300d\u3092\u5165\u308c\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001**\u540c\u3058\u30c8\u30fc\u30af\u30f3\u3067\u547c\u3076\u3068\u540c\u3058 JobId \u304c\u8fd4\u308a\u3001\u4e8c\u91cd\u306e\u958b\u59cb\u3092\u9632\u3052\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5b8c\u4e86\u306f Amazon SNS \u306e\u901a\u77e5\u3067\u53d7\u3051\u3001**JobTag \u306b\u5165\u308c\u305f\u7533\u8acb\u756a\u53f7\u3067\u3069\u306e\u7533\u8acb\u304b\u3092\u77e5\u308a\u307e\u3059\u3002** JobId \u306f7\u65e5\u9593\u3060\u3051\u6709\u52b9\u306a\u306e\u3067\u3001\u7d50\u679c\u306f\u53d7\u3051\u53d6\u3063\u305f\u305d\u306e\u5834\u3067 S3 \u306b\u4fdd\u5b58\u3057\u30012\u3064\u304c\u305d\u308d\u3063\u3066\u304b\u3089\u7167\u5408\u3092\u59cb\u3081\u307e\u3059\u3002","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u8acb\u6c42\u66f8 | \u8acb\u6c42\u756a\u53f7\u3001\u8acb\u6c42\u65e5\u3001\u51fa\u7248\u793e\u540d\u3001\u5b9b\u540d\u3001\u652f\u6255\u671f\u9650\u3001\u660e\u7d30\uff08APC\u30fb\u5272\u5f15\u30fb\u7a0e\u30fb\u305d\u306e\u4ed6\u306e\u6599\u91d1\uff09\u3001\u5408\u8a08\u3001\u901a\u8ca8 | \u7814\u7a76\u8005\u304c\u7533\u8acb\u306b\u6dfb\u4ed8\u3057\u305fPDF |\n| \u8ad6\u6587\u306e\u60c5\u5831 | \u539f\u7a3f\u756a\u53f7\u3001\u8a8c\u540d\u3001\u8ad6\u6587\u306e\u984c\u540d\u3001\u8cac\u4efb\u8457\u8005\u3001\u8ad6\u6587\u306e\u7a2e\u985e\u3001DOI | \u540c\u3058PDF\uff08\u554f\u3044\u5408\u308f\u305b\u3067\u53d6\u308b\uff09 |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u6a19\u6e96\u306e\u9805\u76ee\u3068\u660e\u7d30\u3001\u5404\u9805\u76ee\u306e\u4fe1\u983c\u5ea6\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u7b54\u3048\u3068\u4fe1\u983c\u5ea6 | AWS Textract |\n| \u5951\u7d04\u6761\u4ef6\u306e\u4e00\u89a7 | \u51fa\u7248\u793e\u3054\u3068\u306e\u5951\u7d04\u306e\u7a2e\u985e\uff08\u8ee2\u63db\u5951\u7d04\uff0f\u5272\u5f15\uff0f\u7121\u3057\uff09\u3001\u5bfe\u8c61\u8a8c\uff08\u8a8c\u540d\u30fbISSN\uff09\u3001\u8cac\u4efb\u8457\u8005\u306e\u6240\u5c5e\u306e\u6761\u4ef6\u3001\u5bfe\u8c61\u306e\u8ad6\u6587\u306e\u7a2e\u985e\u3001\u5272\u5f15\u7387\u3001\u5951\u7d04\u306e\u671f\u9593 | \u56f3\u66f8\u9928\u304c\u6301\u3064\u4e00\u89a7 |\n| \u7814\u7a76\u8005\u306e\u540d\u7c3f | \u6c0f\u540d\uff08\u6f22\u5b57\u30fb\u30ed\u30fc\u30de\u5b57\u30fb\u65e7\u59d3\uff09\u3001\u6240\u5c5e\u3001ORCID \u306e\u756a\u53f7\u3001\u5728\u7c4d\u306e\u671f\u9593 | \u5b66\u5185\u306e\u540d\u7c3f |\n| APC\u306e\u652f\u6255\u7533\u8acb | \u7533\u8acb\u756a\u53f7\u3001\u7533\u8acb\u8005\u3001\u539f\u7a3f\u756a\u53f7\u3001\u8a8c\u540d\u3001\u4e88\u7b97\u306e\u756a\u53f7\u3001\u7533\u8acb\u306e\u91d1\u984d | \u5b66\u5185\u306e\u7533\u8acb\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc |\n| \u652f\u6255\u6e08\u307f\u306e\u8a18\u9332 | \u51fa\u7248\u793e\u3078\u306e\u904e\u53bb\u306e\u652f\u6255\u3001\u8acb\u6c42\u756a\u53f7\u3001\u6458\u8981 | \u8ca1\u52d9\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u66f8\u304d\u51fa\u3059 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u5951\u7d04\u6761\u4ef6\u306e\u4e00\u89a7\u306e\u300c\u5bfe\u8c61\u8a8c\u306eISSN\u300d\u3068\u300c\u5bfe\u8c61\u306e\u8ad6\u6587\u306e\u7a2e\u985e\u300d\u306e\u5217\u3067\u3059\u3002** ISSN \u304c\u3042\u308c\u3070\u8a8c\u540d\u306e\u8868\u8a18\u306e\u3086\u308c\u306b\u95a2\u4fc2\u306a\u304f\u5f15\u3051\u307e\u3059\u3002**\u8ad6\u6587\u306e\u7a2e\u985e\u306e\u5217\u304c\u7121\u3044\u3068\u3001\u5951\u7d04\u3067\u5bfe\u8c61\u5916\u3068\u3055\u308c\u305f\u7a2e\u985e\u307e\u3067\u300c\u5951\u7d04\u306e\u5bfe\u8c61\u300d\u3068\u5224\u5b9a\u3057\u3066\u3057\u307e\u3044\u307e\u3059\u3002** \u540d\u7c3f\u306b\u306f\u8ad6\u6587\u3067\u4f7f\u3046\u30ed\u30fc\u30de\u5b57\u306e\u8868\u8a18\u3068\u65e7\u59d3\u3092\u5165\u308c\u307e\u3059\u3002","data_source":"| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u8acb\u6c42\u756a\u53f7\u30fb\u8acb\u6c42\u65e5\u30fb\u652f\u6255\u671f\u9650 | GetExpenseAnalysis \u306e SummaryFields\uff08`INVOICE_RECEIPT_ID`\u30fb`INVOICE_RECEIPT_DATE`\u30fb`DUE_DATE`\uff09 | \u652f\u6255\u6e08\u307f\u306e\u8a18\u9332\u3068\u306e\u7167\u5408\u3001\u671f\u9650\u306e\u7ba1\u7406 |\n| \u51fa\u7248\u793e\u540d\u30fb\u5b9b\u540d | SummaryFields\uff08`VENDOR_NAME`\u30fb`RECEIVER_NAME`\uff09 | \u5951\u7d04\u6761\u4ef6\u306e\u4e00\u89a7\u306e\u51fa\u7248\u793e\u3001\u8cac\u4efb\u8457\u8005\u306e\u624b\u304c\u304b\u308a |\n| \u91d1\u984d\u3068\u901a\u8ca8 | SummaryFields\uff08`SUBTOTAL`\u30fb`DISCOUNT`\u30fb`TAX`\u30fb`TOTAL`\u30fb`AMOUNT_DUE`\uff09\u3068 Currency | \u5272\u5f15\u7387\u306e\u78ba\u304b\u3081\u3001\u7533\u8acb\u306e\u91d1\u984d\u3068\u306e\u7167\u5408 |\n| \u660e\u7d30\u306e\u884c | LineItemGroups\uff08`ITEM`\u30fb`PRICE`\uff09 | APC\u30fb\u5272\u5f15\u30fb\u7a0e\u30fb\u305d\u306e\u4ed6\u306e\u6599\u91d1\u306e\u533a\u5206 |\n| \u539f\u7a3f\u756a\u53f7\u30fb\u8a8c\u540d\u30fb\u8cac\u4efb\u8457\u8005\u30fb\u8ad6\u6587\u306e\u7a2e\u985e\u30fbDOI | GetDocumentAnalysis \u306e QUERY_RESULT | \u8ad6\u6587\u306e\u7279\u5b9a\u3001\u5951\u7d04\u306e\u6761\u4ef6\u306e\u5f53\u3066\u306f\u3081 |\n\n**\u8acb\u6c42\u66f8\u306e\u9805\u76ee\u306f\u3001\u6a19\u6e96\u306e\u540d\u524d\u3067\u53d7\u3051\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001**\u66f8\u985e\u306b\u66f8\u304b\u308c\u305f\u9805\u76ee\u540d\u306f `LabelDetection`\u3001\u5024\u306f `ValueDetection` \u3068\u3057\u3066\u3001\u305d\u308c\u305e\u308c\u4fe1\u983c\u5ea6\u4ed8\u304d\u3067\u8fd4\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**GetExpenseAnalysis \u306f1\u56de\u306b20\u4ef6\u307e\u3067\u3057\u304b\u8fd4\u3055\u306a\u3044**\u306e\u3067\u3001NextToken \u304c\u8fd4\u308b\u9650\u308a\u547c\u3073\u7d9a\u3051\u307e\u3059\u3002\u9014\u4e2d\u3067\u3084\u3081\u308b\u3068\u30012\u30da\u30fc\u30b8\u76ee\u306e\u5272\u5f15\u3084\u7a0e\u306e\u884c\u304c\u843d\u3061\u307e\u3059\u3002\n\n**\u8ad6\u6587\u306e\u60c5\u5831\u306f\u3001\u554f\u3044\u5408\u308f\u305b\u3067\u53d6\u308a\u307e\u3059\u3002** \u554f\u3044\u5408\u308f\u305b\u306f\u82f1\u8a9e\u306e\u6587\u66f8\u3067\u3060\u3051\u4f7f\u3048\u3001\u975e\u540c\u671f\u3067\u306f1\u30da\u30fc\u30b8\u3042\u305f\u308a30\u4ef6\u307e\u3067\u3067\u3059\u3002\u7b54\u3048\u306f QUERY_RESULT \u3068\u3057\u3066\u4fe1\u983c\u5ea6\u4ed8\u304d\u3067\u8fd4\u308a\u3001**\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u7a7a\u306e\u307e\u307e\u8fd4\u308b**\u306e\u3067\u3001\u539f\u7a3f\u756a\u53f7\u306e\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u8acb\u6c42\u66f8\u3092\u898b\u5206\u3051\u3089\u308c\u307e\u3059\u3002\n\n| \u554f\u3044\u5408\u308f\u305b\uff08Text\uff09 | Alias |\n|:--|:--|\n| What is the manuscript number or article reference? | MANUSCRIPT_ID |\n| What is the journal name? | JOURNAL |\n| What is the ISSN of the journal? | ISSN |\n| Who is the corresponding author? | CORRESPONDING_AUTHOR |\n| What is the article type? | ARTICLE_TYPE |\n| What is the DOI? | DOI |","preprocessing":"1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 \u8acb\u6c42\u66f8\u306e\u8aad\u307f\u53d6\u308a\u306f JPEG\u30fbPNG\u30fbPDF \u306b\u5bfe\u5fdc\u3059\u308b\u3068\u516c\u5f0f\u306e\u30da\u30fc\u30b8\u306b\u3042\u308a\u307e\u3059\u3002**TIFF \u3067\u5c4a\u3044\u305f\u3082\u306e\u306fPDF\u306b\u5909\u63db\u3057\u307e\u3059\u3002** XFA \u306e\u5f62\u5f0f\u306ePDF\u306f\u6271\u3048\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\n2. **\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d** \u2026 **\u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305fPDF\u306f\u6271\u3048\u307e\u305b\u3093\u3002** \u7814\u7a76\u8005\u306b\u89e3\u9664\u3057\u3066\u6dfb\u4ed8\u3057\u76f4\u3057\u3066\u3082\u3089\u3044\u307e\u3059\n3. **1\u30d5\u30a1\u30a4\u30eb\u306b\u8907\u6570\u306e\u8acb\u6c42\u66f8\u304c\u306a\u3044\u304b\u306e\u78ba\u8a8d** \u2026 \u8acb\u6c42\u66f8\u306e\u8aad\u307f\u53d6\u308a\u306f\u3001\u66f8\u985e\u306e\u4e2d\u306e\u8acb\u6c42\u66f8\u306e\u6570\u3092 `ExpenseIndex` \u3067\u8fd4\u3057\u307e\u3059\u3002**2\u4ef6\u4ee5\u4e0a\u306a\u3089\u3001\u7533\u8acb\u30681\u5bfe1\u306b\u306a\u3089\u306a\u3044\u306e\u3067\u4eba\u306b\u56de\u3057\u307e\u3059**\n4. **\u901a\u8ca8\u3068\u6570\u306e\u6574\u7406** \u2026 \u5024\u306e\u901a\u8ca8\u306e\u30b3\u30fc\u30c9\u3068\u3001\u660e\u7d30\u306e\u884c\u306e\u901a\u8ca8\u304c\u305d\u308d\u3063\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u3001\u6570\u3092\u6570\u5024\u306b\u76f4\u3057\u307e\u3059\n5. **\u539f\u7a3f\u756a\u53f7\u306e\u6574\u3048** \u2026 \u524d\u5f8c\u306e\u7a7a\u767d\u3068\u8a18\u53f7\u3092\u305d\u308d\u3048\u3001\u51fa\u7248\u793e\u3054\u3068\u306e\u539f\u7a3f\u756a\u53f7\u306e\u5f62\uff08\u82f1\u5b57\u3068\u6570\u5b57\u306e\u4e26\u3073\uff09\u306b\u5408\u3046\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n6. **ISSN \u306e\u78ba\u304b\u3081** \u2026 ISSN \u306f8\u6841\u3067\u3001\u6700\u5f8c\u306e1\u6841\u304c\u691c\u67fb\u7528\u306e\u6570\u5b57\uff08X \u306e\u3053\u3068\u3082\u3042\u308b\uff09\u3067\u3059\u3002**\u8a08\u7b97\u304c\u5408\u308f\u306a\u3044\u3082\u306e\u306f\u8aad\u307f\u53d6\u308a\u306e\u8aa4\u308a\u3068\u3057\u3066\u6271\u3044\u3001\u8a8c\u540d\u3067\u5f15\u304d\u76f4\u3057\u307e\u3059**\n7. **\u5408\u8a08\u306e\u78ba\u304b\u3081** \u2026 \u660e\u7d30\u306e\u884c\u3092\u8db3\u3057\u305f\u984d\u304c `TOTAL` \u3068\u5408\u3046\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n\n**7\u756a\u76ee\u306f\u3001\u660e\u7d30\u306e\u8aad\u307f\u843d\u3068\u3057\u3092\u7167\u5408\u306e\u524d\u3067\u6b62\u3081\u308b\u305f\u3081\u306e\u3082\u306e\u3067\u3059\u3002** \u5272\u5f15\u306e\u884c\u304c\u8aad\u307f\u53d6\u308c\u3066\u3044\u306a\u3044\u3068\u3001\u5272\u5f15\u306e\u4ed8\u3051\u6f0f\u308c\u306b\u898b\u3048\u307e\u3059\u3002","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u8868\u8a18\u306e\u3086\u308c\u3068\u8a00\u8449\u3092\u6271\u30464\u3064\u306e\u4ed5\u4e8b\u3060\u3051\u3067\u3059\u3002** \u9805\u76ee\u306e\u8aad\u307f\u53d6\u308a\u306f Textract\u3001\u7167\u5408\u3068\u5224\u5b9a\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u884c\u3044\u307e\u3059\u3002\n\n| \u3055\u305b\u308b\u3053\u3068 | \u4e2d\u8eab | \u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u8a8c\u540d\u306e\u5bfe\u5fdc\u306e\u5019\u88dc | ISSN \u3067\u5f15\u3051\u306a\u304b\u3063\u305f\u3068\u304d\u3060\u3051\u3001\u8aad\u307f\u53d6\u3063\u305f\u8a8c\u540d\u3068\u3001\u305d\u306e\u51fa\u7248\u793e\u306e\u5951\u7d04\u306e\u5bfe\u8c61\u8a8c\u306e\u4e00\u89a7\u304b\u3089\u3001\u540c\u3058\u8a8c\u306e\u5019\u88dc\u3092\u6700\u59273\u3064\u3001\u7406\u7531\u4ed8\u304d\u3067\u51fa\u3059 | \u5019\u88dc\u304c\u7121\u3051\u308c\u3070\u300c\u5bfe\u5fdc\u306a\u3057\u300d |\n| \u8cac\u4efb\u8457\u8005\u306e\u5019\u88dc | \u540d\u7c3f\u3067\u5f15\u3051\u306a\u304b\u3063\u305f\u3068\u304d\u3060\u3051\u3001\u30ed\u30fc\u30de\u5b57\u306e\u6c0f\u540d\u306e\u4e26\u3073\u30fb\u982d\u6587\u5b57\u30fb\u65e7\u59d3\u304b\u3089\u3001\u540d\u7c3f\u306e\u5019\u88dc\u3092\u7406\u7531\u4ed8\u304d\u3067\u51fa\u3059 | \u5019\u88dc\u304c\u7121\u3051\u308c\u3070\u300c\u8a72\u5f53\u306a\u3057\u300d |\n| \u660e\u7d30\u306e\u884c\u306e\u533a\u5206 | \u660e\u7d30\u306e\u884c\u3092 apc\uff0fdiscount\uff0ftax\uff0fcolor_charge\uff0fpage_charge\uff0fother \u306b\u5206\u3051\u308b | \u5f53\u305f\u3089\u306a\u3051\u308c\u3070 other \u3068\u539f\u6587 |\n| \u7167\u4f1a\u306e\u4e0b\u66f8\u304d | \u4fdd\u7559\u306e\u7406\u7531\u3054\u3068\u306b\u3001\u539f\u7a3f\u756a\u53f7\u30fb\u8a8c\u540d\u30fb\u8acb\u6c42\u756a\u53f7\u30fb\u6839\u62e0\u3092\u4e26\u3079\u305f\u82f1\u6587\u306e\u30e1\u30fc\u30eb | \u7406\u7531\u304c unknown \u306e\u3082\u306e\u306f\u4e8b\u5b9f\u3060\u3051\u3092\u66f8\u304f |\n\n**1\u884c\u76ee\u30682\u884c\u76ee\u306f\u3001\u5019\u88dc\u3092\u51fa\u3059\u307e\u3067\u3067\u3059\u3002** \u63a1\u308b\u304b\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u898f\u5247\uff08\u8457\u8005\u306a\u3089\u540d\u7c3f\u306e\u5728\u7c4d\u306e\u671f\u9593\u304c\u8ad6\u6587\u306e\u6642\u671f\u306b\u5408\u3046\u304b\uff09\u3067\u6c7a\u3081\u3001\u6c7a\u3081\u3089\u308c\u306a\u3051\u308c\u3070\u4eba\u306b\u56de\u3057\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u5951\u7d04\u306e\u5bfe\u8c61\u304b\u3069\u3046\u304b\u306e\u7d50\u8ad6 | \u5bfe\u8c61\u8a8c\u30fb\u6240\u5c5e\u30fb\u8ad6\u6587\u306e\u7a2e\u985e\u306e3\u3064\u306e\u6761\u4ef6\u3092\u898f\u5247\u3067\u5f53\u3066\u308b |\n| \u5272\u5f15\u7387\u306e\u8a08\u7b97\u3068\u3001\u6b63\u3057\u3044\u8acb\u6c42\u984d\u306e\u7b97\u51fa | \u5272\u5f15\u7387\u306f\u5951\u7d04\u6761\u4ef6\u306e\u4e00\u89a7\u306e\u5024\u3067\u3001\u6bd4\u3079\u308b\u306e\u306f\u30d7\u30ed\u30b0\u30e9\u30e0 |\n| \u7814\u7a76\u8cbb\u304b\u3089\u6255\u3048\u308b\u304b\u306e\u5224\u65ad | \u7814\u7a76\u8cbb\u306e\u7a2e\u985e\u3054\u3068\u306e\u4f7f\u3044\u65b9\u306f\u5b66\u5185\u306e\u898f\u7a0b\u3068\u914d\u5206\u306e\u6761\u4ef6\u3067\u6c7a\u307e\u308b |\n| \u652f\u6255\u3092\u62d2\u3080\u304b\u306e\u5224\u65ad | \u51fa\u7248\u793e\u3068\u306e\u95a2\u4fc2\u3068\u7814\u7a76\u8005\u306e\u8ad6\u6587\u306e\u516c\u958b\u306b\u95a2\u308f\u308b |\n| \u540d\u7c3f\u306b\u7121\u3044\u7814\u7a76\u8005\u3092\u672c\u5b66\u6240\u5c5e\u3068\u307f\u306a\u3059 | \u6240\u5c5e\u306f\u540d\u7c3f\u3068\u5728\u7c4d\u306e\u671f\u9593\u3067\u6c7a\u3081\u308b |\n\n**3\u884c\u76ee\u3092\u5916\u3059\u306e\u306f\u3001\u7814\u7a76\u8cbb\u3054\u3068\u306b\u4f7f\u3044\u65b9\u306e\u6c7a\u307e\u308a\u304c\u9055\u3046\u304b\u3089\u3067\u3059\u3002** \u4e88\u7b97\u306e\u756a\u53f7\u304c\u7533\u8acb\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u308b\u3068\u3053\u308d\u307e\u3067\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u4ed5\u4e8b\u3067\u3059\u3002","prompt_example":"\u8cac\u4efb\u8457\u8005\u306e\u5019\u88dc\u3092\u51fa\u3059\u6307\u793a\u3067\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u5927\u5b66\u306e\u7d4c\u7406\u8ab2\u3067\u3001\u8ad6\u6587\u63b2\u8f09\u6599\u306e\u8acb\u6c42\u66f8\u306b\u66f8\u304b\u308c\u305f\u8cac\u4efb\u8457\u8005\u304c\u3001\n\u672c\u5b66\u306e\u7814\u7a76\u8005\u306e\u540d\u7c3f\u306e\u8ab0\u306b\u5f53\u305f\u308b\u304b\u306e\u5019\u88dc\u3092\u6319\u3052\u308b\u62c5\u5f53\u8005\u3092\u624b\u4f1d\u3044\u307e\u3059\u3002\n\u6e21\u3055\u308c\u305f\u300c\u8acb\u6c42\u66f8\u306e\u8cac\u4efb\u8457\u8005\u306e\u8868\u8a18\u300d\u3068\u300c\u540d\u7c3f\u306e\u629c\u7c8b\u300d\u3060\u3051\u3092\u898b\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u3084\u308b\u3053\u3068\u3011\n- \u540d\u7c3f\u306e\u629c\u7c8b\u304b\u3089\u3001\u540c\u3058\u4eba\u306e\u53ef\u80fd\u6027\u304c\u3042\u308b\u7814\u7a76\u8005\u3092\u6700\u59273\u4eba\u6319\u3052\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6319\u3052\u305f\u7406\u7531\u3092\u3001\u8868\u8a18\u306e\u3069\u3053\u304c\u4e00\u81f4\u3059\u308b\u304b\uff08\u59d3\u3001\u540d\u3001\u982d\u6587\u5b57\u3001\u65e7\u59d3\u3001\u30df\u30c9\u30eb\u30cd\u30fc\u30e0\uff09\u3067\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u540d\u7c3f\u306e\u629c\u7c8b\u306b\u7121\u3044\u4eba\u3092\u6319\u3052\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u59d3\u3060\u3051\u304c\u4e00\u81f4\u3059\u308b\u5019\u88dc\u306b\u306f\u3001\u7406\u7531\u306b\u300c\u59d3\u306e\u307f\u4e00\u81f4\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u672c\u5b66\u306e\u6240\u5c5e\u304b\u3069\u3046\u304b\u3001\u5951\u7d04\u306e\u5bfe\u8c61\u304b\u3069\u3046\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5019\u88dc\u304c\u7121\u3051\u308c\u3070\u3001candidates \u3092\u7a7a\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n```\n\n\u660e\u7d30\u306e\u884c\u3092\u5206\u3051\u3001\u7167\u4f1a\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\u6307\u793a\u3067\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u5927\u5b66\u306e\u7d4c\u7406\u8ab2\u3067\u3001\u6d77\u5916\u306e\u51fa\u7248\u793e\u306e\u8ad6\u6587\u63b2\u8f09\u6599\u306e\u8acb\u6c42\u66f8\u3092\u6271\u3046\u62c5\u5f53\u8005\u3092\u624b\u4f1d\u3044\u307e\u3059\u3002\n\n\u3010\u660e\u7d30\u306e\u533a\u5206\u3011\n\u6e21\u3055\u308c\u305f\u660e\u7d30\u306e\u884c\u3092\u3001\u6b21\u306e\u3069\u308c\u304b\u306b\u5206\u3051\u3066\u304f\u3060\u3055\u3044\u3002\napc\uff08\u8ad6\u6587\u63b2\u8f09\u6599\uff09\uff0fdiscount\uff08\u5272\u5f15\u30fb\u4f1a\u54e1\u306e\u5024\u5f15\u304d\u30fb\u514d\u9664\uff09\uff0ftax\uff08\u7a0e\uff09\uff0f\ncolor_charge\uff08\u30ab\u30e9\u30fc\u56f3\u7248\u306e\u6599\u91d1\uff09\uff0fpage_charge\uff08\u30da\u30fc\u30b8\u8d85\u904e\u306e\u6599\u91d1\uff09\uff0fother\n- \u884c\u306e\u8a00\u8449\u3060\u3051\u3067\u5224\u65ad\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u91d1\u984d\u306e\u5927\u304d\u3055\u304b\u3089\u63a8\u3057\u91cf\u3089\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u884c\u306e\u539f\u6587\u3092 raw \u306b\u305d\u306e\u307e\u307e\u6b8b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u300cwaiver\u300d\u300cvoucher\u300d\u300cprepaid\u300d\u300cagreement\u300d\u306e\u8a9e\u304c\u3042\u308c\u3070\u3001\u305d\u306e\u8a9e\u3092 qualifier \u306b\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u7167\u4f1a\u306e\u4e0b\u66f8\u304d\u3011\n- \u539f\u7a3f\u756a\u53f7\u3001\u8a8c\u540d\u3001\u8acb\u6c42\u756a\u53f7\u3001\u8acb\u6c42\u984d\u3092\u3001\u6e21\u3055\u308c\u305f\u5024\u306e\u307e\u307e\u3067\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u4fdd\u7559\u306e\u7406\u7531\uff08contract_covered\uff0fdiscount_missing\uff0fduplicate\uff09\u3054\u3068\u306b\u3001\n  \u6839\u62e0\u3068\u3057\u3066\u6e21\u3055\u308c\u305f\u5951\u7d04\u306e\u6761\u4ef6\u3084\u904e\u53bb\u306e\u8acb\u6c42\u756a\u53f7\u3092\u4e26\u3079\u3066\u304f\u3060\u3055\u3044\u3002\n- \u652f\u6255\u308f\u306a\u3044\u3068\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u78ba\u8a8d\u3092\u304a\u9858\u3044\u3059\u308b\u5f62\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5272\u5f15\u306e\u984d\u3084\u6b63\u3057\u3044\u8acb\u6c42\u984d\u3092\u8a08\u7b97\u3057\u3066\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300cagreement\u300d\u300cprepaid\u300d\u3092\u5199\u3055\u305b\u308b\u306e\u306f\u3001\u5951\u7d04\u3067\u7cbe\u7b97\u6e08\u307f\u3067\u3042\u308b\u3053\u3068\u304c\u660e\u7d30\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308b\u304b\u3089\u3067\u3059\u3002** \u300cCovered by institutional agreement\u300d\u3067\u5408\u8a08\u304c0\u306e\u66f8\u985e\u306f\u901a\u77e5\u3067\u3001\u652f\u6255\u306e\u624b\u7d9a\u304d\u306b\u56de\u3055\u305a\u306b\u6e08\u307f\u307e\u3059\u3002","output_data":"**\u4e00\u6b21\u5224\u5b9a\u306f\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u304cJSON\u3067\u51fa\u3057\u307e\u3059\u3002** \u751f\u6210AI\u306e\u51fa\u529b\u3082\u3001Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\u3067\u5f62\u3092\u6c7a\u3081\u3066\u53d7\u3051\u307e\u3059\u3002\u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001**`output_config.format` \u306b JSON \u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3059\u3068\u3001\u30b9\u30ad\u30fc\u30de\u306b\u5408\u3046 JSON \u304c\u8fd4\u308b**\u3068\u3055\u308c\u3001\u6b63\u5f0f\u63d0\u4f9b\u306e\u6a5f\u80fd\u3067\u3059\u3002\n\n```json\n{\n  \"request_no\": \"APC-2026-0912\",\n  \"invoice\": { \"invoice_id\": \"\", \"publisher\": \"\", \"currency\": \"EUR\",\n               \"subtotal\": 2890.00, \"discount\": 0.00, \"tax\": 0.00, \"total\": 2890.00,\n               \"due_date\": \"2026-11-13\", \"sum_check\": \"matched\" },\n  \"article\": { \"manuscript_id\": \"\", \"journal\": \"\", \"issn\": \"\",\n               \"issn_check\": \"ok | failed | missing\",\n               \"corresponding_author\": \"Yamada, Taro\", \"article_type\": \"Research Article\" },\n  \"matching\": {\n    \"contract_type\": \"transformative | discount | none\",\n    \"journal_covered\": \"yes | no | unknown\",\n    \"author_affiliated\": \"yes | no | unknown\",\n    \"article_type_covered\": \"yes | no | unknown\",\n    \"expected_discount_rate\": 0.15, \"applied_discount_rate\": 0.00,\n    \"request_found\": true, \"budget_code_present\": true,\n    \"duplicate_of\": \"\"\n  },\n  \"verdict\": \"payable | hold_contract | hold_discount | hold_request | duplicate | needs_human\",\n  \"reasons\": [ \"Journal ISSN in agreement list; author matched (Faculty of Medicine)\" ],\n  \"min_confidence\": 96.4\n}\n```\n\n**\u5951\u7d04\u306e3\u3064\u306e\u6761\u4ef6\u3092\u5225\u3005\u306e\u5217\u3067\u6301\u3064\u306e\u3067\u3001\u3069\u308c\u304c `unknown` \u304b\u3067\u56f3\u66f8\u9928\u306b\u4f55\u3092\u78ba\u304b\u3081\u3066\u3082\u3089\u3048\u3070\u3088\u3044\u304b\u304c\u6c7a\u307e\u308a\u307e\u3059\u3002** `verdict` \u306f\u898f\u5247\u3067\u6c7a\u3081\u307e\u3059\u3002\n\n| `verdict` | \u6c7a\u3081\u65b9\uff08\u30d7\u30ed\u30b0\u30e9\u30e0\uff09 |\n|:--|:--|\n| hold_contract | \u8ee2\u63db\u5951\u7d04\u306e\u51fa\u7248\u793e\u3067\u30013\u3064\u306e\u6761\u4ef6\u304c\u3059\u3079\u3066 yes \u306a\u306e\u306b\u8acb\u6c42\u984d\u304c0\u3067\u306a\u3044 |\n| hold_discount | \u5272\u5f15\u306e\u5951\u7d04\u306e\u51fa\u7248\u793e\u3067\u3001`applied_discount_rate` \u304c `expected_discount_rate` \u3088\u308a\u5c0f\u3055\u3044 |\n| duplicate | \u540c\u3058\u539f\u7a3f\u756a\u53f7\u304b\u540c\u3058\u8acb\u6c42\u756a\u53f7\u306e\u652f\u6255\u6e08\u307f\u306e\u8a18\u9332\u304c\u3042\u308b |\n| hold_request | \u7533\u8acb\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3001\u4e88\u7b97\u306e\u756a\u53f7\u304c\u7121\u3044\u3001\u7533\u8acb\u306e\u91d1\u984d\u3068\u8acb\u6c42\u984d\u306e\u5dee\u304c\u8a2d\u5b9a\u306e\u5e45\u3092\u8d85\u3048\u308b |\n| needs_human | \u6761\u4ef6\u306e\u3069\u308c\u304b\u304c unknown\u3001\u5408\u8a08\u304c\u5408\u308f\u306a\u3044\u3001\u4fe1\u983c\u5ea6\u304c\u8a2d\u5b9a\u306e\u5024\u3092\u4e0b\u56de\u308b |\n| payable | \u4e0a\u306e\u3069\u308c\u306b\u3082\u5f53\u305f\u3089\u306a\u3044 |\n\n**\u4e0a\u304b\u3089\u9806\u306b\u5f53\u3066\u307e\u3059\u3002** `hold_contract` \u3092\u5148\u306b\u7f6e\u304f\u306e\u306f\u3001\u5951\u7d04\u3067\u7cbe\u7b97\u3055\u308c\u308b\u306f\u305a\u306e\u8ad6\u6587\u306b\u6255\u3046\u8aa4\u308a\u304c\u3001\u3044\u3061\u3070\u3093\u53d6\u308a\u623b\u3057\u306b\u304f\u3044\u304b\u3089\u3067\u3059\u3002","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u5b66\u5185\u306e\u7533\u8acb\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc | \u7533\u8acb\u306e\u53d7\u4ed8\u306e\u901a\u77e5\u3067\u6dfb\u4ed8\u3092\u53d6\u308a\u51fa\u3059 | \u7533\u8acb\u756a\u53f7\u3068\u6dfb\u4ed8\u306ePDF\u3001\u4e88\u7b97\u306e\u756a\u53f7 |\n| Amazon S3 | \u4fdd\u5b58\u306e\u901a\u77e5\u3067 Lambda \u3092\u52d5\u304b\u3059 | \u7533\u8acb\u756a\u53f7\u306e\u4ed8\u3044\u305f\u5834\u6240\u306b\u539f\u672c\u3092\u7f6e\u304f |\n| AWS Textract | StartExpenseAnalysis\uff0fStartDocumentAnalysis \u3068\u3001\u305d\u308c\u305e\u308c\u306e Get | \u8acb\u6c42\u66f8\u306e\u9805\u76ee\u3068\u660e\u7d30\u3001\u8ad6\u6587\u306e\u60c5\u5831\u3001\u4fe1\u983c\u5ea6 |\n| \u5951\u7d04\u6761\u4ef6\u306e\u4e00\u89a7\u30fb\u540d\u7c3f\u30fb\u8ca1\u52d9\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0 | \u66f8\u304d\u51fa\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u3080 | **\u8aad\u307f\u53d6\u308a\u3060\u3051** |\n| Claude API | API\u547c\u3073\u51fa\u3057\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09 | \u8a8c\u540d\u3068\u8457\u8005\u306e\u5019\u88dc\u3001\u660e\u7d30\u306e\u533a\u5206\u3001\u7167\u4f1a\u306e\u4e0b\u66f8\u304d |\n| \u7d4c\u7406\u3068\u56f3\u66f8\u9928\u306e\u62c5\u5f53\u8005 | \u4e00\u6b21\u5224\u5b9a\u306e\u4e00\u89a7\u3092\u5171\u6709\u306e\u5834\u6240\u306b\u7f6e\u304d\u3001\u30c1\u30e3\u30c3\u30c8\u3067\u77e5\u3089\u305b\u308b | \u78ba\u8a8d\u3001\u56f3\u66f8\u9928\u3078\u306e\u56de\u4ed8\u3001\u7167\u4f1a\u306e\u9001\u4fe1 |\n\n**\u8ca1\u52d9\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u306b\u3082\u7533\u8acb\u306b\u3082\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u4e00\u6b21\u5224\u5b9a\u3092\u7533\u8acb\u306b\u66f8\u304d\u623b\u3059\u3068\u3001\u7814\u7a76\u8005\u306b\u306f\u300c\u7d4c\u7406\u304c\u5374\u4e0b\u3057\u305f\u300d\u3068\u898b\u3048\u307e\u3059\u3002\n\n**Claude \u3092 Amazon Bedrock \u304b\u3089\u4f7f\u3046\u5834\u5408\u306f\u3001\u69cb\u9020\u5316\u51fa\u529b\u306e\u5bfe\u5fdc\u3092\u5148\u306b\u78ba\u304b\u3081\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001Bedrock \u3067\u306f\u69cb\u9020\u5316\u51fa\u529b\u304c\u65e7\u6765\u306e\u9023\u643a\u3067\u3060\u3051\u4f7f\u3048\u3001Claude in Amazon Bedrock \u3067\u306f\u4f7f\u3048\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002","human_review":"**\u7d4c\u7406\u306e\u62c5\u5f53\u8005\u304c\u5168\u4ef6\u306e\u4e00\u6b21\u5224\u5b9a\u3092\u78ba\u304b\u3081\u307e\u3059\u3002** `payable` \u306f\u4e00\u89a7\u3067\u6839\u62e0\u3092\u6d41\u3057\u898b\u3066\u3001\u4fdd\u7559\u306e\u3082\u306e\u306b\u6642\u9593\u3092\u4f7f\u3044\u307e\u3059\u3002\n\n1. **`hold_contract` \u3092\u5148\u306b\u898b\u308b** \u2026 3\u3064\u306e\u6761\u4ef6\u306e\u6839\u62e0\u3092\u78ba\u304b\u3081\u3001**\u56f3\u66f8\u9928\u306e\u62c5\u5f53\u8005\u306b\u51fa\u7248\u793e\u306e\u7ba1\u7406\u753b\u9762\u3067\u8ad6\u6587\u306e\u72b6\u614b\u3092\u898b\u3066\u3082\u3089\u3044\u307e\u3059**\n2. **`needs_human` \u306e unknown \u3092\u57cb\u3081\u308b** \u2026 \u3069\u306e\u6761\u4ef6\u304c\u6c7a\u3081\u3089\u308c\u306a\u304b\u3063\u305f\u304b\u3092\u898b\u3066\u3001\u539f\u672c\u3067\u78ba\u304b\u3081\u307e\u3059\n3. **`hold_discount` \u306e\u5272\u5f15\u7387\u3092\u78ba\u304b\u3081\u308b** \u2026 \u4e00\u89a7\u306e\u5272\u5f15\u7387\u3068\u3001\u8acb\u6c42\u66f8\u306e\u5272\u5f15\u306e\u884c\u3092\u898b\u6bd4\u3079\u307e\u3059\n4. **`duplicate` \u306e\u904e\u53bb\u306e\u652f\u6255\u3092\u958b\u304f** \u2026 \u518d\u9001\u306e\u8acb\u6c42\u304b\u3001\u5225\u306e\u6599\u91d1\uff08\u30ab\u30e9\u30fc\u56f3\u7248\u306a\u3069\uff09\u306e\u8acb\u6c42\u304b\u3092\u898b\u307e\u3059\n5. **\u7167\u4f1a\u3092\u76f4\u3057\u3066\u9001\u308b** \u2026 \u4e0b\u66f8\u304d\u306e\u756a\u53f7\u3068\u6839\u62e0\u3092\u78ba\u304b\u3081\u3001**\u9001\u4fe1\u306f\u62c5\u5f53\u8005\u304c\u884c\u3044\u307e\u3059\u3002\u7814\u7a76\u8005\u306b\u3082\u540c\u6642\u306b\u77e5\u3089\u305b\u307e\u3059**\n\n**`payable` \u3082\u3001\u6700\u521d\u306e3\u304b\u6708\u306f\u5168\u4ef6\u3092\u539f\u672c\u3067\u898b\u307e\u3059\u3002** \u898f\u5247\u306e\u6f0f\u308c\u306f\u3001`payable` \u306e\u4e2d\u306b\u3057\u304b\u73fe\u308c\u306a\u3044\u304b\u3089\u3067\u3059\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u4ed8\u304d\u30fbXFA \u306ePDF | \u8aad\u3081\u306a\u3044\u3002**\u7814\u7a76\u8005\u306b\u6dfb\u4ed8\u3057\u76f4\u3057\u3066\u3082\u3089\u3046** |\n| JobStatus \u304c FAILED \u304b PARTIAL_SUCCESS | Warnings \u306e\u30da\u30fc\u30b8\u3092\u898b\u3066\u3001\u305d\u306e\u9805\u76ee\u3092\u4eba\u304c\u5199\u3059 |\n| 1\u30d5\u30a1\u30a4\u30eb\u306b\u8acb\u6c42\u66f8\u304c2\u4ef6\u4ee5\u4e0a | \u7533\u8acb\u30681\u5bfe1\u306b\u306a\u3089\u306a\u3044\u3002**\u5206\u3051\u3066\u7533\u8acb\u3057\u76f4\u3057\u3066\u3082\u3089\u3046** |\n| \u539f\u7a3f\u756a\u53f7\u306e\u7b54\u3048\u304c\u7a7a | \u8ad6\u6587\u3092\u7279\u5b9a\u3067\u304d\u306a\u3044\u3002\u984c\u540d\u3068 DOI \u3067\u63a2\u3057\u3001\u7121\u3051\u308c\u3070 `needs_human` |\n| \u5408\u8a08\u304c0\u306e\u901a\u77e5\uff08\u5951\u7d04\u3067\u7cbe\u7b97\u6e08\u307f\uff09 | \u652f\u6255\u306e\u624b\u7d9a\u304d\u306b\u56de\u3055\u305a\u3001**\u56f3\u66f8\u9928\u306e\u8a18\u9332\u306b\u56de\u3059** |\n| \u898b\u7a4d\u66f8\uff08Quote\u30fbPro forma\uff09\u304c\u6dfb\u4ed8\u3055\u308c\u3066\u3044\u308b | \u8acb\u6c42\u66f8\u3067\u306f\u306a\u3044\u3002**\u6b63\u5f0f\u306a\u8acb\u6c42\u66f8\u304c\u5c4a\u304f\u307e\u3067\u4fdd\u7559** |\n| \u5951\u7d04\u306e\u671f\u9593\u306e\u5207\u308c\u76ee\u306e\u8ad6\u6587 | \u53d7\u7406\u65e5\u3068\u5951\u7d04\u306e\u671f\u9593\u3092\u56f3\u66f8\u9928\u306b\u78ba\u304b\u3081\u308b\u3002**\u5224\u5b9a\u306f needs_human** |\n\n**\u6700\u5f8c\u306e\u884c\u306f\u3001\u5951\u7d04\u306e\u5bfe\u8c61\u304c\u53d7\u7406\u65e5\u3067\u6c7a\u307e\u308b\u304b\u51fa\u7248\u65e5\u3067\u6c7a\u307e\u308b\u304b\u304c\u5951\u7d04\u3054\u3068\u306b\u9055\u3044\u3001\u8acb\u6c42\u66f8\u3060\u3051\u3067\u306f\u6c7a\u3081\u3089\u308c\u306a\u3044\u305f\u3081\u3067\u3059\u3002**","log_storage":"- \u8acb\u6c42\u66f8\u306e\u539f\u672c\u3068\u3001\u4fdd\u5b58\u3057\u305f\u5834\u6240\uff08\u7533\u8acb\u756a\u53f7\u30fb\u7248\uff09\n- Textract \u304c\u8fd4\u3057\u305f\u7d50\u679c\u306e\u5168\u6587\uff08\u8acb\u6c42\u66f8\u306e\u9805\u76ee\u3068\u660e\u7d30\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u7b54\u3048\uff09\n- \u7167\u5408\u306b\u4f7f\u3063\u305f\u5951\u7d04\u6761\u4ef6\u306e\u4e00\u89a7\u3068\u7814\u7a76\u8005\u306e\u540d\u7c3f\u306e\u3001**\u305d\u306e\u6642\u70b9\u306e\u7248**\n- \u4e00\u6b21\u5224\u5b9a\uff08`matching`\u3001`verdict`\u3001`reasons`\uff09\u3068\u3001\u751f\u6210AI\u304c\u51fa\u3057\u305f\u5019\u88dc\u3068\u63a1\u5426\n- **\u62c5\u5f53\u8005\u304c\u5224\u5b9a\u3092\u8986\u3057\u305f\u8a18\u9332** \u2026 \u3069\u306e\u6761\u4ef6\u3092\u3001\u3069\u3046\u76f4\u3057\u305f\u304b\n- \u56f3\u66f8\u9928\u3078\u306e\u56de\u4ed8\u3068\u51fa\u7248\u793e\u3078\u306e\u7167\u4f1a\u3001\u305d\u306e\u56de\u7b54\n- **\u51fa\u7248\u793e\u3054\u3068\u306e\u4fdd\u7559\u306e\u4ef6\u6570\u3068\u7406\u7531\u306e\u63a8\u79fb**\n\n**3\u3064\u76ee\u3067\u4e00\u89a7\u306e\u7248\u3092\u6b8b\u3059\u306e\u306f\u3001\u5951\u7d04\u306e\u5bfe\u8c61\u8a8c\u304c\u5e74\u3054\u3068\u306b\u5909\u308f\u308b\u304b\u3089\u3067\u3059\u3002** \u5f53\u6642\u306e\u4e00\u89a7\u304c\u6b8b\u3063\u3066\u3044\u306a\u3044\u3068\u3001\u5224\u5b9a\u304c\u6b63\u3057\u304b\u3063\u305f\u304b\u3092\u78ba\u304b\u3081\u3089\u308c\u307e\u305b\u3093\u3002","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":3,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u4e2d","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":3,"assumption_frequency":60,"assumption_workdays":20,"volume_month":60,"before_minutes_per_case":30,"after_minutes_per_case":8,"hourly_cost":3500,"before_hours_month":30,"after_hours_month":8,"saved_hours_month":22,"reduction_rate":73,"saved_hours_year":264,"annual_cost_effect":924000,"summary":"\u6d77\u5916\u306e\u51fa\u7248\u793e\u304b\u3089\u5c4a\u304f\u82f1\u6587\u306e\u8ad6\u6587\u63b2\u8f09\u6599\uff08APC\uff09\u306e\u8acb\u6c42\u66f8\u3092\u8aad\u307f\u53d6\u308a\u3001\u8ad6\u6587\u30fb\u8cac\u4efb\u8457\u8005\u30fb\u5272\u5f15\u306e\u9069\u7528\u3092\u51fa\u7248\u793e\u3068\u306e\u5951\u7d04\u6761\u4ef6\u3068\u5b66\u5185\u306e\u7533\u8acb\u306b\u7167\u3089\u3057\u307e\u3059\u3002\u652f\u6255\u3063\u3066\u3088\u3044\u3082\u306e\u3001\u5951\u7d04\u3067\u7cbe\u7b97\u3055\u308c\u308b\u306f\u305a\u306e\u3082\u306e\u3001\u5272\u5f15\u304c\u4ed8\u3044\u3066\u3044\u306a\u3044\u3082\u306e\u3092\u4e00\u6b21\u5224\u5b9a\u3057\u3066\u62c5\u5f53\u8005\u306b\u56de\u3057\u307e\u3059\u3002","before_flow":"1. \u7814\u7a76\u8005\u304c\u3001\u5c4a\u3044\u305f\u8acb\u6c42\u66f8\u306ePDF\u3092\u5b66\u5185\u306eAPC\u306e\u652f\u6255\u7533\u8acb\u306b\u6dfb\u4ed8\u3057\u3001\u7814\u7a76\u8cbb\u306e\u4e88\u7b97\u306e\u756a\u53f7\u3092\u66f8\u3044\u3066\u51fa\u3059\n2. \u7d4c\u7406\u306e\u62c5\u5f53\u8005\u304c\u8acb\u6c42\u66f8\u3092\u958b\u304d\u3001\u8acb\u6c42\u756a\u53f7\u30fb\u91d1\u984d\u30fb\u901a\u8ca8\u30fb\u652f\u6255\u671f\u9650\u30fb\u539f\u7a3f\u756a\u53f7\u30fb\u8a8c\u540d\u30fb\u8cac\u4efb\u8457\u8005\u3092\u7533\u8acb\u3068\u898b\u6bd4\u3079\u308b\n3. \u56f3\u66f8\u9928\u306e\u5951\u7d04\u6761\u4ef6\u306e\u4e00\u89a7\u3092\u958b\u304d\u3001\u305d\u306e\u51fa\u7248\u793e\u3068\u5951\u7d04\u304c\u3042\u308b\u304b\u3001\u8a8c\u304c\u5bfe\u8c61\u304b\u3001\u8cac\u4efb\u8457\u8005\u306e\u6240\u5c5e\u306e\u6761\u4ef6\u3092\u6e80\u305f\u3059\u304b\u3092\u8abf\u3079\u308b\n4. \u5272\u5f15\u306e\u5951\u7d04\u304c\u3042\u308b\u51fa\u7248\u793e\u306a\u3089\u3001\u8acb\u6c42\u984d\u306b\u5272\u5f15\u304c\u4ed8\u3044\u3066\u3044\u308b\u304b\u3092\u5b9a\u4fa1\u306e\u8868\u3068\u6bd4\u3079\u3066\u78ba\u304b\u3081\u308b\n5. \u5951\u7d04\u306e\u5bfe\u8c61\u306e\u306f\u305a\u306a\u3089\u3001\u56f3\u66f8\u9928\u306e\u62c5\u5f53\u8005\u306b\u554f\u3044\u5408\u308f\u305b\u3001\u51fa\u7248\u793e\u306e\u7ba1\u7406\u753b\u9762\u3067\u8ad6\u6587\u306e\u72b6\u614b\u3092\u898b\u3066\u3082\u3089\u3046\n6. \u540c\u3058\u539f\u7a3f\u756a\u53f7\u306e\u8acb\u6c42\u3092\u3059\u3067\u306b\u6255\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u3001\u8ca1\u52d9\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u306e\u652f\u6255\u306e\u8a18\u9332\u3067\u63a2\u3059\n7. \u554f\u984c\u304c\u7121\u3051\u308c\u3070\u652f\u6255\u306e\u624b\u7d9a\u304d\u306b\u56de\u3057\u3001\u554f\u984c\u304c\u3042\u308c\u3070\u51fa\u7248\u793e\u3078\u82f1\u6587\u306e\u30e1\u30fc\u30eb\u3067\u7167\u4f1a\u3059\u308b\n\n**\uff08a\uff09\u5951\u7d04\u306e\u5bfe\u8c61\u304b\u3069\u3046\u304b\u3092\u8abf\u3079\u308b\u306e\u306b\u6642\u9593\u304c\u304b\u304b\u308b\u3002** \u4e00\u89a7\u306e\u8a8c\u540d\u3068\u8acb\u6c42\u66f8\u306e\u8a8c\u540d\u3092\u76ee\u3067\u7167\u3089\u3059\u306e\u3067\u3001**\u7565\u79f0\u306e\u8a8c\u540d\u3084\u6539\u540d\u3057\u305f\u8a8c\u306f\u898b\u3064\u304b\u3089\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\n\n**\uff08b\uff09\u8cac\u4efb\u8457\u8005\u306e\u6240\u5c5e\u3092\u78ba\u304b\u3081\u306b\u304f\u3044\u3002** \u8acb\u6c42\u66f8\u306b\u306f\u6240\u5c5e\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u304c\u591a\u304f\u3001**\u300cYamada, T.\u300d\u304c\u672c\u5b66\u306b\u4f55\u4eba\u3044\u308b\u304b\u3092\u6570\u3048\u308b\u3068\u3053\u308d\u304b\u3089\u59cb\u307e\u308a\u307e\u3059\u3002**\n\n**\uff08c\uff09\u5272\u5f15\u306e\u4ed8\u3051\u6f0f\u308c\u306b\u6c17\u3065\u304d\u306b\u304f\u3044\u3002** \u5272\u5f15\u304c\u5225\u306e\u884c\u3067\u793a\u3055\u308c\u308b\u8acb\u6c42\u66f8\u3068\u3001\u5358\u4fa1\u304b\u3089\u6700\u521d\u306b\u5f15\u304b\u308c\u3066\u3044\u308b\u8acb\u6c42\u66f8\u304c\u3042\u308a\u3001**\u5272\u5f15\u304c\u7121\u3044\u3053\u3068\u306b\u6c17\u3065\u304f\u306b\u306f\u5b9a\u4fa1\u3092\u77e5\u3063\u3066\u3044\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002** \u8a73\u3057\u3044\u62c5\u5f53\u8005\u304c1\u540d\u3044\u3066\u3001\u305d\u306e\u4eba\u304c\u4f11\u3080\u3068\u78ba\u8a8d\u304c\u6b62\u307e\u308a\u307e\u3059\u3002\n\n**\uff08d\uff09\u5951\u7d04\u3067\u7cbe\u7b97\u3055\u308c\u308b\u306f\u305a\u306e\u8ad6\u6587\u306b\u6255\u3063\u3066\u3057\u307e\u3046\u3002** \u7814\u7a76\u8005\u306f\u300c\u6255\u3046\u3082\u306e\u300d\u3068\u601d\u3063\u3066\u4e88\u7b97\u306e\u756a\u53f7\u3092\u66f8\u3044\u3066\u7533\u8acb\u3057\u307e\u3059\u3002**\u7d4c\u7406\u304c\u6c17\u3065\u304b\u306a\u3051\u308c\u3070\u3001\u7814\u7a76\u8cbb\u304b\u3089\u4e8c\u91cd\u306b\u6255\u308f\u308c\u307e\u3059\u3002**","before_flow_steps":["\u7814\u7a76\u8005\u304c\u3001\u5c4a\u3044\u305f\u8acb\u6c42\u66f8\u306ePDF\u3092\u5b66\u5185\u306eAPC\u306e\u652f\u6255\u7533\u8acb\u306b\u6dfb\u4ed8\u3057\u3001\u7814\u7a76\u8cbb\u306e\u4e88\u7b97\u306e\u756a\u53f7\u3092\u66f8\u3044\u3066\u51fa\u3059","\u7d4c\u7406\u306e\u62c5\u5f53\u8005\u304c\u8acb\u6c42\u66f8\u3092\u958b\u304d\u3001\u8acb\u6c42\u756a\u53f7\u30fb\u91d1\u984d\u30fb\u901a\u8ca8\u30fb\u652f\u6255\u671f\u9650\u30fb\u539f\u7a3f\u756a\u53f7\u30fb\u8a8c\u540d\u30fb\u8cac\u4efb\u8457\u8005\u3092\u7533\u8acb\u3068\u898b\u6bd4\u3079\u308b","\u56f3\u66f8\u9928\u306e\u5951\u7d04\u6761\u4ef6\u306e\u4e00\u89a7\u3092\u958b\u304d\u3001\u305d\u306e\u51fa\u7248\u793e\u3068\u5951\u7d04\u304c\u3042\u308b\u304b\u3001\u8a8c\u304c\u5bfe\u8c61\u304b\u3001\u8cac\u4efb\u8457\u8005\u306e\u6240\u5c5e\u306e\u6761\u4ef6\u3092\u6e80\u305f\u3059\u304b\u3092\u8abf\u3079\u308b","\u5272\u5f15\u306e\u5951\u7d04\u304c\u3042\u308b\u51fa\u7248\u793e\u306a\u3089\u3001\u8acb\u6c42\u984d\u306b\u5272\u5f15\u304c\u4ed8\u3044\u3066\u3044\u308b\u304b\u3092\u5b9a\u4fa1\u306e\u8868\u3068\u6bd4\u3079\u3066\u78ba\u304b\u3081\u308b","\u5951\u7d04\u306e\u5bfe\u8c61\u306e\u306f\u305a\u306a\u3089\u3001\u56f3\u66f8\u9928\u306e\u62c5\u5f53\u8005\u306b\u554f\u3044\u5408\u308f\u305b\u3001\u51fa\u7248\u793e\u306e\u7ba1\u7406\u753b\u9762\u3067\u8ad6\u6587\u306e\u72b6\u614b\u3092\u898b\u3066\u3082\u3089\u3046","\u540c\u3058\u539f\u7a3f\u756a\u53f7\u306e\u8acb\u6c42\u3092\u3059\u3067\u306b\u6255\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u3001\u8ca1\u52d9\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u306e\u652f\u6255\u306e\u8a18\u9332\u3067\u63a2\u3059","\u554f\u984c\u304c\u7121\u3051\u308c\u3070\u652f\u6255\u306e\u624b\u7d9a\u304d\u306b\u56de\u3057\u3001\u554f\u984c\u304c\u3042\u308c\u3070\u51fa\u7248\u793e\u3078\u82f1\u6587\u306e\u30e1\u30fc\u30eb\u3067\u7167\u4f1a\u3059\u308b"],"after_flow":"1. **\u3010\u4eba\u3011** \u7814\u7a76\u8005\u304c\u3001\u5b66\u5185\u306eAPC\u306e\u652f\u6255\u7533\u8acb\u306b\u8acb\u6c42\u66f8\u306ePDF\u3092\u6dfb\u4ed8\u3057\u3066\u51fa\u3059\uff08\u3044\u307e\u3068\u540c\u3058\uff09\n2. **\u3010\u81ea\u52d5\u3011** \u7533\u8acb\u306e\u53d7\u4ed8\u3092\u304d\u3063\u304b\u3051\u306b\u3001\u6dfb\u4ed8\u306ePDF\u3092\u7533\u8acb\u756a\u53f7\u306e\u4ed8\u3044\u305f\u5834\u6240\uff08Amazon S3\uff09\u306b\u4fdd\u5b58\u3059\u308b\n3. **\u3010\u81ea\u52d5\u3011** AWS Textract \u304c\u3001\u8acb\u6c42\u66f8\u306e\u8aad\u307f\u53d6\u308a\uff08\u8acb\u6c42\u756a\u53f7\u30fb\u91d1\u984d\u30fb\u5272\u5f15\u30fb\u7a0e\u30fb\u901a\u8ca8\u30fb\u660e\u7d30\uff09\u3068\u3001\u554f\u3044\u5408\u308f\u305b\u306b\u3088\u308b\u8ad6\u6587\u306e\u60c5\u5831\uff08\u539f\u7a3f\u756a\u53f7\u30fb\u8a8c\u540d\u30fb\u8cac\u4efb\u8457\u8005\u30fb\u8ad6\u6587\u306e\u7a2e\u985e\uff09\u306e\u8aad\u307f\u53d6\u308a\u3092\u975e\u540c\u671f\u3067\u884c\u3046\n4. **\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001ISSN \u304b\u8a8c\u540d\u3067\u5951\u7d04\u6761\u4ef6\u306e\u4e00\u89a7\u3092\u5f15\u304f\u3002\u8a8c\u540d\u3067\u5f15\u3051\u306a\u3044\u3068\u304d\u3060\u3051\u3001Claude API \u304c\u4e00\u89a7\u306e\u8a8c\u3068\u306e\u5bfe\u5fdc\u306e\u5019\u88dc\u3092\u51fa\u3059\n5. **\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u8cac\u4efb\u8457\u8005\u306e\u6c0f\u540d\u3067\u7814\u7a76\u8005\u306e\u540d\u7c3f\u3092\u5f15\u304f\u3002\u8868\u8a18\u304c\u3086\u308c\u3066\u5f15\u3051\u306a\u3044\u3068\u304d\u306f\u3001Claude API \u304c\u5019\u88dc\u3092\u7406\u7531\u4ed8\u304d\u3067\u51fa\u3059\n6. **\u3010\u81ea\u52d5\u3011** Claude API \u304c\u660e\u7d30\u306e\u884c\u3092\u7a2e\u985e\uff08APC\u30fb\u5272\u5f15\u30fb\u7a0e\u30fb\u30ab\u30e9\u30fc\u56f3\u7248\u306e\u6599\u91d1\u30fb\u305d\u306e\u4ed6\uff09\u306b\u5206\u3051\u308b\n7. **\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u5951\u7d04\u306e\u6761\u4ef6\u30fb\u5272\u5f15\u7387\u30fb\u7533\u8acb\u306e\u5185\u5bb9\u30fb\u652f\u6255\u6e08\u307f\u306e\u8a18\u9332\u3068\u7167\u3089\u3057\u3001\u4e00\u6b21\u5224\u5b9a\u3092\u898f\u5247\u3067\u6c7a\u3081\u308b\n8. **\u3010\u81ea\u52d5\u3011** \u4fdd\u7559\u306b\u306a\u3063\u305f\u3082\u306e\u306f\u3001Claude API \u304c\u51fa\u7248\u793e\u3078\u306e\u7167\u4f1a\u306e\u82f1\u6587\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\n9. **\u3010\u4eba\u3011** \u7d4c\u7406\u306e\u62c5\u5f53\u8005\u304c\u3001\u4e00\u6b21\u5224\u5b9a\u3068\u6839\u62e0\u3092\u78ba\u304b\u3081\u308b\u3002\u5951\u7d04\u306e\u5bfe\u8c61\u306e\u7591\u3044\u304c\u3042\u308b\u3082\u306e\u306f\u56f3\u66f8\u9928\u306e\u62c5\u5f53\u8005\u306b\u56de\u3059\n10. **\u3010\u4eba\u3011** \u652f\u6255\u3046\u3082\u306e\u3092\u652f\u6255\u306e\u624b\u7d9a\u304d\u306b\u56de\u3057\u3001\u4fdd\u7559\u306e\u3082\u306e\u306f\u7167\u4f1a\u3092\u76f4\u3057\u3066\u9001\u308b\n\n**7\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** **AI\u306b\u300c\u3053\u306e\u8ad6\u6587\u306f\u5951\u7d04\u306e\u5bfe\u8c61\u3067\u3059\u304b\u300d\u3068\u805e\u304b\u305a\u3001\u5bfe\u8c61\u8a8c\u30fb\u6240\u5c5e\u30fb\u8ad6\u6587\u306e\u7a2e\u985e\u306e3\u3064\u306e\u6761\u4ef6\u3092\u898f\u5247\u3067\u5f53\u3066\u307e\u3059\u3002** \u3069\u308c\u304b\u304c\u6c7a\u3081\u3089\u308c\u306a\u3051\u308c\u3070\u3001\u4fdd\u7559\u306b\u3057\u3066\u4eba\u306b\u56de\u3057\u307e\u3059\u3002\n\n**9\u756a\u76ee\u3067\u56f3\u66f8\u9928\u306b\u56de\u3059\u306e\u306f\u3001\u5951\u7d04\u306e\u5bfe\u8c61\u304b\u306e\u6700\u7d42\u306e\u78ba\u8a8d\u304c\u3001\u51fa\u7248\u793e\u306e\u7ba1\u7406\u753b\u9762\u3092\u898b\u3089\u308c\u308b\u56f3\u66f8\u9928\u306e\u62c5\u5f53\u8005\u306b\u3057\u304b\u3067\u304d\u306a\u3044\u304b\u3089\u3067\u3059\u3002**","after_flow_steps":["**\u3010\u4eba\u3011** \u7814\u7a76\u8005\u304c\u3001\u5b66\u5185\u306eAPC\u306e\u652f\u6255\u7533\u8acb\u306b\u8acb\u6c42\u66f8\u306ePDF\u3092\u6dfb\u4ed8\u3057\u3066\u51fa\u3059\uff08\u3044\u307e\u3068\u540c\u3058\uff09","**\u3010\u81ea\u52d5\u3011** \u7533\u8acb\u306e\u53d7\u4ed8\u3092\u304d\u3063\u304b\u3051\u306b\u3001\u6dfb\u4ed8\u306ePDF\u3092\u7533\u8acb\u756a\u53f7\u306e\u4ed8\u3044\u305f\u5834\u6240\uff08Amazon S3\uff09\u306b\u4fdd\u5b58\u3059\u308b","**\u3010\u81ea\u52d5\u3011** AWS Textract \u304c\u3001\u8acb\u6c42\u66f8\u306e\u8aad\u307f\u53d6\u308a\uff08\u8acb\u6c42\u756a\u53f7\u30fb\u91d1\u984d\u30fb\u5272\u5f15\u30fb\u7a0e\u30fb\u901a\u8ca8\u30fb\u660e\u7d30\uff09\u3068\u3001\u554f\u3044\u5408\u308f\u305b\u306b\u3088\u308b\u8ad6\u6587\u306e\u60c5\u5831\uff08\u539f\u7a3f\u756a\u53f7\u30fb\u8a8c\u540d\u30fb\u8cac\u4efb\u8457\u8005\u30fb\u8ad6\u6587\u306e\u7a2e\u985e\uff09\u306e\u8aad\u307f\u53d6\u308a\u3092\u975e\u540c\u671f\u3067\u884c\u3046","**\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001ISSN \u304b\u8a8c\u540d\u3067\u5951\u7d04\u6761\u4ef6\u306e\u4e00\u89a7\u3092\u5f15\u304f\u3002\u8a8c\u540d\u3067\u5f15\u3051\u306a\u3044\u3068\u304d\u3060\u3051\u3001Claude API \u304c\u4e00\u89a7\u306e\u8a8c\u3068\u306e\u5bfe\u5fdc\u306e\u5019\u88dc\u3092\u51fa\u3059","**\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u8cac\u4efb\u8457\u8005\u306e\u6c0f\u540d\u3067\u7814\u7a76\u8005\u306e\u540d\u7c3f\u3092\u5f15\u304f\u3002\u8868\u8a18\u304c\u3086\u308c\u3066\u5f15\u3051\u306a\u3044\u3068\u304d\u306f\u3001Claude API \u304c\u5019\u88dc\u3092\u7406\u7531\u4ed8\u304d\u3067\u51fa\u3059","**\u3010\u81ea\u52d5\u3011** Claude API \u304c\u660e\u7d30\u306e\u884c\u3092\u7a2e\u985e\uff08APC\u30fb\u5272\u5f15\u30fb\u7a0e\u30fb\u30ab\u30e9\u30fc\u56f3\u7248\u306e\u6599\u91d1\u30fb\u305d\u306e\u4ed6\uff09\u306b\u5206\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u5951\u7d04\u306e\u6761\u4ef6\u30fb\u5272\u5f15\u7387\u30fb\u7533\u8acb\u306e\u5185\u5bb9\u30fb\u652f\u6255\u6e08\u307f\u306e\u8a18\u9332\u3068\u7167\u3089\u3057\u3001\u4e00\u6b21\u5224\u5b9a\u3092\u898f\u5247\u3067\u6c7a\u3081\u308b","**\u3010\u81ea\u52d5\u3011** \u4fdd\u7559\u306b\u306a\u3063\u305f\u3082\u306e\u306f\u3001Claude API \u304c\u51fa\u7248\u793e\u3078\u306e\u7167\u4f1a\u306e\u82f1\u6587\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b","**\u3010\u4eba\u3011** \u7d4c\u7406\u306e\u62c5\u5f53\u8005\u304c\u3001\u4e00\u6b21\u5224\u5b9a\u3068\u6839\u62e0\u3092\u78ba\u304b\u3081\u308b\u3002\u5951\u7d04\u306e\u5bfe\u8c61\u306e\u7591\u3044\u304c\u3042\u308b\u3082\u306e\u306f\u56f3\u66f8\u9928\u306e\u62c5\u5f53\u8005\u306b\u56de\u3059","**\u3010\u4eba\u3011** \u652f\u6255\u3046\u3082\u306e\u3092\u652f\u6255\u306e\u624b\u7d9a\u304d\u306b\u56de\u3057\u3001\u4fdd\u7559\u306e\u3082\u306e\u306f\u7167\u4f1a\u3092\u76f4\u3057\u3066\u9001\u308b"],"architecture":"```\nAPC\u306e\u8acb\u6c42\u66f8\uff08\u82f1\u6587\u306ePDF\u3002\u7814\u7a76\u8005\u304c\u5b66\u5185\u306e\u7533\u8acb\u306b\u6dfb\u4ed8\uff09\n   \u2502  \u7533\u8acb\u306e\u53d7\u4ed8\u3067\u3001\u7533\u8acb\u756a\u53f7\u306e\u4ed8\u3044\u305f\u5834\u6240\u3078\u4fdd\u5b58\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011Amazon S3 \u3078\u306e\u4fdd\u5b58\nAWS Lambda\n   \u251c\u2500\u2500\u25b6 StartExpenseAnalysis\uff08\u8acb\u6c42\u66f8\u306e\u9805\u76ee\u3068\u660e\u7d30\uff09\n   \u2514\u2500\u2500\u25b6 StartDocumentAnalysis\uff08FeatureTypes\uff1aQUERIES\u3002\u539f\u7a3f\u756a\u53f7\u30fb\u8a8c\u540d\u30fb\u8cac\u4efb\u8457\u8005\uff09\n   \u25bc\nAWS Textract\uff08\u975e\u540c\u671f\uff09\u2500\u2500 \u5b8c\u4e86\u306e\u901a\u77e5\uff08Amazon SNS\uff09\n   \u25bc\nAWS Lambda \u2500\u2500 GetExpenseAnalysis\uff0fGetDocumentAnalysis\n   \u251c\u2500\u2500\u25b6 Python\uff1a\u901a\u8ca8\u3068\u6570\u306e\u6574\u7406\u3001\u5951\u7d04\u6761\u4ef6\u306e\u4e00\u89a7\u3068\u7814\u7a76\u8005\u306e\u540d\u7c3f\u3092\u5f15\u304f\n   \u251c\u2500\u2500\u25b6 Claude API\uff1a\u5f15\u3051\u306a\u304b\u3063\u305f\u8a8c\u540d\u30fb\u8457\u8005\u540d\u306e\u5bfe\u5fdc\u306e\u5019\u88dc\u3001\u660e\u7d30\u306e\u884c\u306e\u533a\u5206\n   \u251c\u2500\u2500\u25b6 Python\uff1a\u5951\u7d04\u306e\u6761\u4ef6\u30fb\u5272\u5f15\u7387\u30fb\u7533\u8acb\u30fb\u652f\u6255\u6e08\u307f\u3068\u7167\u3089\u3057\u3001\u4e00\u6b21\u5224\u5b9a\n   \u2514\u2500\u2500\u25b6 Claude API\uff1a\u4fdd\u7559\u306e\u3082\u306e\u306e\u7167\u4f1a\u306e\u82f1\u6587\u306e\u4e0b\u66f8\u304d\n   \u25bc\n\u4e00\u6b21\u5224\u5b9a\u306e\u4e00\u89a7\uff08\u7d4c\u7406\u306e\u62c5\u5f53\u8005\u304c\u78ba\u8a8d\u3002\u5951\u7d04\u306e\u7591\u3044\u306f\u56f3\u66f8\u9928\u3078\uff09\n   \u25bc\n\u652f\u6255\u306e\u624b\u7d9a\u304d\uff0f\u51fa\u7248\u793e\u3078\u306e\u7167\u4f1a\uff08\u62c5\u5f53\u8005\u304c\u9001\u308b\uff09\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| OCR | AWS Textract\uff08StartExpenseAnalysis \u3068\u3001QUERIES \u3092\u4ed8\u3051\u305f StartDocumentAnalysis\uff09 | Azure AI Document Intelligence\u3001Google Document AI |\n| \u751f\u6210AI | Claude API\uff08\u8a8c\u540d\u30fb\u8457\u8005\u540d\u306e\u5bfe\u5fdc\u306e\u5019\u88dc\u3001\u660e\u7d30\u306e\u533a\u5206\u3001\u7167\u4f1a\u306e\u82f1\u6587\u306e\u4e0b\u66f8\u304d\uff09 | OpenAI API\u3001Gemini API |\n| \u5dee\u7570\u8a08\u7b97 | Python\uff08\u5951\u7d04\u306e\u6761\u4ef6\u30fb\u5272\u5f15\u7387\u30fb\u7533\u8acb\u30fb\u652f\u6255\u6e08\u307f\u3068\u306e\u7167\u5408\u3068\u4e00\u6b21\u5224\u5b9a\uff09 | \u8ca1\u52d9\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u306e\u7167\u5408\u306e\u6a5f\u80fd |\n| \u9023\u643a | AWS Lambda\uff08\u4fdd\u5b58\u3068\u5b8c\u4e86\u306e\u901a\u77e5\u3092\u8d77\u70b9\u306b\u51e6\u7406\u3092\u52d5\u304b\u3059\uff09 | AWS Step Functions |\n| \u4fdd\u7ba1 | Amazon S3\uff08\u8acb\u6c42\u66f8\u306e\u539f\u672c\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3001\u5224\u5b9a\u3001\u78ba\u8a8d\u306e\u8a18\u9332\uff09 | \u5b66\u5185\u306e\u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc |\n\n**\u571f\u53f0\u306f\u3001AWS Textract \u306e\u8acb\u6c42\u66f8\u306e\u8aad\u307f\u53d6\u308a\uff08Analyze Expense\uff09\u3067\u3059\u3002** \u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001**\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3084\u8a2d\u5b9a\u306a\u3057\u306b\u3001\u307b\u3068\u3093\u3069\u306e\u8acb\u6c42\u66f8\u3068\u9818\u53ce\u66f8\u304b\u3089\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3057**\u3001\u8acb\u6c42\u66f8\u756a\u53f7\u30fb\u8acb\u6c42\u756a\u53f7\u30fb\u9818\u53ce\u66f8\u756a\u53f7\u306e\u3088\u3046\u306b\u547c\u3073\u65b9\u306e\u9055\u3046\u9805\u76ee\u3092 `INVOICE_RECEIPT_ID` \u306e\u3088\u3046\u306a\u6a19\u6e96\u306e\u540d\u524d\u306b\u305d\u308d\u3048\u3066\u8fd4\u3059\u3001\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u51fa\u7248\u793e\u3054\u3068\u306b\u66f8\u5f0f\u304c\u9055\u3063\u3066\u3082\u3001\u5408\u8a08\u3084\u5272\u5f15\u3092\u540c\u3058\u540d\u524d\u3067\u53d7\u3051\u53d6\u308c\u307e\u3059\u3002**\n\n**Textract \u3092\u9078\u3079\u308b\u306e\u306f\u3001\u8acb\u6c42\u66f8\u304c\u82f1\u6587\u3060\u304b\u3089\u3067\u3059\u3002** \u516c\u5f0f\u306e\u5bfe\u5fdc\u8a00\u8a9e\u306f**\u82f1\u8a9e\u30fb\u30d5\u30e9\u30f3\u30b9\u8a9e\u30fb\u30c9\u30a4\u30c4\u8a9e\u30fb\u30a4\u30bf\u30ea\u30a2\u8a9e\u30fb\u30dd\u30eb\u30c8\u30ac\u30eb\u8a9e\u30fb\u30b9\u30da\u30a4\u30f3\u8a9e**\u3067\u3059\u3002APC\u306e\u8acb\u6c42\u66f8\u306f\u82f1\u6587\u3067\u5c4a\u304f\u306e\u3067\u3001\u3053\u306e\u7bc4\u56f2\u306b\u5165\u308a\u307e\u3059\u3002**\u56fd\u5185\u306e\u5b66\u4f1a\u8a8c\u306e\u65e5\u672c\u8a9e\u306e\u8acb\u6c42\u66f8\u306f\u5bfe\u8c61\u306b\u3057\u307e\u305b\u3093\u3002**\n\n**\u8ca1\u52d9\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u306b\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u4e00\u6b21\u5224\u5b9a\u306f\u4e00\u89a7\u3068\u3057\u3066\u62c5\u5f53\u8005\u306b\u8fd4\u3057\u3001\u652f\u6255\u306e\u624b\u7d9a\u304d\u306f\u62c5\u5f53\u8005\u304c\u65e2\u5b58\u306e\u624b\u9806\u3067\u884c\u3044\u307e\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u5b66\u5185\u306eAPC\u306e\u652f\u6255\u7533\u8acb\u304c\u53d7\u3051\u4ed8\u3051\u3089\u308c\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u6dfb\u4ed8\u306ePDF\u3092 S3 \u306e `apc\/<\u5e74\u6708>\/<\u7533\u8acb\u756a\u53f7>\/` \u306b\u4fdd\u5b58\u3057\u3001**\u3069\u306e\u7533\u8acb\u306e\u8acb\u6c42\u66f8\u304b\u3092\u4fdd\u5b58\u3057\u305f\u5834\u6240\u3067\u6c7a\u3081\u307e\u3059\u3002** \u5b9b\u540d\u304b\u3089\u7533\u8acb\u3092\u63a2\u3059\u3068\u3001\u540c\u3058\u7814\u7a76\u8005\u306e\u5225\u306e\u8ad6\u6587\u3068\u53d6\u308a\u9055\u3048\u307e\u3059\u3002\n\n**\u4fdd\u5b58\u3092\u304d\u3063\u304b\u3051\u306b\u3001\u8acb\u6c42\u66f8\u306e\u9805\u76ee\u3068\u660e\u7d30\u3092\u53d6\u308b StartExpenseAnalysis \u3068\u3001\u8ad6\u6587\u306e\u60c5\u5831\u3092\u554f\u3044\u5408\u308f\u305b\u3067\u53d6\u308b StartDocumentAnalysis \u3092\u540c\u6642\u306b\u59cb\u3081\u307e\u3059\u3002** \u8acb\u6c42\u66f8\u306e\u8aad\u307f\u53d6\u308a\u306e\u6a5f\u80fd\u306b\u306f\u554f\u3044\u5408\u308f\u305b\u3092\u6e21\u3059\u53e3\u304c\u7121\u3044\u305f\u3081\u30012\u3064\u306b\u5206\u3051\u307e\u3059\u3002\n\n**\u3069\u3061\u3089\u3082 ClientRequestToken \u306b\u300c\u7533\u8acb\u756a\u53f7\uff0b\u7248\u300d\u3092\u5165\u308c\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001**\u540c\u3058\u30c8\u30fc\u30af\u30f3\u3067\u547c\u3076\u3068\u540c\u3058 JobId \u304c\u8fd4\u308a\u3001\u4e8c\u91cd\u306e\u958b\u59cb\u3092\u9632\u3052\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5b8c\u4e86\u306f Amazon SNS \u306e\u901a\u77e5\u3067\u53d7\u3051\u3001**JobTag \u306b\u5165\u308c\u305f\u7533\u8acb\u756a\u53f7\u3067\u3069\u306e\u7533\u8acb\u304b\u3092\u77e5\u308a\u307e\u3059\u3002** JobId \u306f7\u65e5\u9593\u3060\u3051\u6709\u52b9\u306a\u306e\u3067\u3001\u7d50\u679c\u306f\u53d7\u3051\u53d6\u3063\u305f\u305d\u306e\u5834\u3067 S3 \u306b\u4fdd\u5b58\u3057\u30012\u3064\u304c\u305d\u308d\u3063\u3066\u304b\u3089\u7167\u5408\u3092\u59cb\u3081\u307e\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u8acb\u6c42\u66f8 | \u8acb\u6c42\u756a\u53f7\u3001\u8acb\u6c42\u65e5\u3001\u51fa\u7248\u793e\u540d\u3001\u5b9b\u540d\u3001\u652f\u6255\u671f\u9650\u3001\u660e\u7d30\uff08APC\u30fb\u5272\u5f15\u30fb\u7a0e\u30fb\u305d\u306e\u4ed6\u306e\u6599\u91d1\uff09\u3001\u5408\u8a08\u3001\u901a\u8ca8 | \u7814\u7a76\u8005\u304c\u7533\u8acb\u306b\u6dfb\u4ed8\u3057\u305fPDF |\n| \u8ad6\u6587\u306e\u60c5\u5831 | \u539f\u7a3f\u756a\u53f7\u3001\u8a8c\u540d\u3001\u8ad6\u6587\u306e\u984c\u540d\u3001\u8cac\u4efb\u8457\u8005\u3001\u8ad6\u6587\u306e\u7a2e\u985e\u3001DOI | \u540c\u3058PDF\uff08\u554f\u3044\u5408\u308f\u305b\u3067\u53d6\u308b\uff09 |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u6a19\u6e96\u306e\u9805\u76ee\u3068\u660e\u7d30\u3001\u5404\u9805\u76ee\u306e\u4fe1\u983c\u5ea6\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u7b54\u3048\u3068\u4fe1\u983c\u5ea6 | AWS Textract |\n| \u5951\u7d04\u6761\u4ef6\u306e\u4e00\u89a7 | \u51fa\u7248\u793e\u3054\u3068\u306e\u5951\u7d04\u306e\u7a2e\u985e\uff08\u8ee2\u63db\u5951\u7d04\uff0f\u5272\u5f15\uff0f\u7121\u3057\uff09\u3001\u5bfe\u8c61\u8a8c\uff08\u8a8c\u540d\u30fbISSN\uff09\u3001\u8cac\u4efb\u8457\u8005\u306e\u6240\u5c5e\u306e\u6761\u4ef6\u3001\u5bfe\u8c61\u306e\u8ad6\u6587\u306e\u7a2e\u985e\u3001\u5272\u5f15\u7387\u3001\u5951\u7d04\u306e\u671f\u9593 | \u56f3\u66f8\u9928\u304c\u6301\u3064\u4e00\u89a7 |\n| \u7814\u7a76\u8005\u306e\u540d\u7c3f | \u6c0f\u540d\uff08\u6f22\u5b57\u30fb\u30ed\u30fc\u30de\u5b57\u30fb\u65e7\u59d3\uff09\u3001\u6240\u5c5e\u3001ORCID \u306e\u756a\u53f7\u3001\u5728\u7c4d\u306e\u671f\u9593 | \u5b66\u5185\u306e\u540d\u7c3f |\n| APC\u306e\u652f\u6255\u7533\u8acb | \u7533\u8acb\u756a\u53f7\u3001\u7533\u8acb\u8005\u3001\u539f\u7a3f\u756a\u53f7\u3001\u8a8c\u540d\u3001\u4e88\u7b97\u306e\u756a\u53f7\u3001\u7533\u8acb\u306e\u91d1\u984d | \u5b66\u5185\u306e\u7533\u8acb\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc |\n| \u652f\u6255\u6e08\u307f\u306e\u8a18\u9332 | \u51fa\u7248\u793e\u3078\u306e\u904e\u53bb\u306e\u652f\u6255\u3001\u8acb\u6c42\u756a\u53f7\u3001\u6458\u8981 | \u8ca1\u52d9\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u66f8\u304d\u51fa\u3059 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u5951\u7d04\u6761\u4ef6\u306e\u4e00\u89a7\u306e\u300c\u5bfe\u8c61\u8a8c\u306eISSN\u300d\u3068\u300c\u5bfe\u8c61\u306e\u8ad6\u6587\u306e\u7a2e\u985e\u300d\u306e\u5217\u3067\u3059\u3002** ISSN \u304c\u3042\u308c\u3070\u8a8c\u540d\u306e\u8868\u8a18\u306e\u3086\u308c\u306b\u95a2\u4fc2\u306a\u304f\u5f15\u3051\u307e\u3059\u3002**\u8ad6\u6587\u306e\u7a2e\u985e\u306e\u5217\u304c\u7121\u3044\u3068\u3001\u5951\u7d04\u3067\u5bfe\u8c61\u5916\u3068\u3055\u308c\u305f\u7a2e\u985e\u307e\u3067\u300c\u5951\u7d04\u306e\u5bfe\u8c61\u300d\u3068\u5224\u5b9a\u3057\u3066\u3057\u307e\u3044\u307e\u3059\u3002** \u540d\u7c3f\u306b\u306f\u8ad6\u6587\u3067\u4f7f\u3046\u30ed\u30fc\u30de\u5b57\u306e\u8868\u8a18\u3068\u65e7\u59d3\u3092\u5165\u308c\u307e\u3059\u3002\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n| \u53d6\u308b\u3082\u306e | \u3069\u3053\u304b\u3089 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u8acb\u6c42\u756a\u53f7\u30fb\u8acb\u6c42\u65e5\u30fb\u652f\u6255\u671f\u9650 | GetExpenseAnalysis \u306e SummaryFields\uff08`INVOICE_RECEIPT_ID`\u30fb`INVOICE_RECEIPT_DATE`\u30fb`DUE_DATE`\uff09 | \u652f\u6255\u6e08\u307f\u306e\u8a18\u9332\u3068\u306e\u7167\u5408\u3001\u671f\u9650\u306e\u7ba1\u7406 |\n| \u51fa\u7248\u793e\u540d\u30fb\u5b9b\u540d | SummaryFields\uff08`VENDOR_NAME`\u30fb`RECEIVER_NAME`\uff09 | \u5951\u7d04\u6761\u4ef6\u306e\u4e00\u89a7\u306e\u51fa\u7248\u793e\u3001\u8cac\u4efb\u8457\u8005\u306e\u624b\u304c\u304b\u308a |\n| \u91d1\u984d\u3068\u901a\u8ca8 | SummaryFields\uff08`SUBTOTAL`\u30fb`DISCOUNT`\u30fb`TAX`\u30fb`TOTAL`\u30fb`AMOUNT_DUE`\uff09\u3068 Currency | \u5272\u5f15\u7387\u306e\u78ba\u304b\u3081\u3001\u7533\u8acb\u306e\u91d1\u984d\u3068\u306e\u7167\u5408 |\n| \u660e\u7d30\u306e\u884c | LineItemGroups\uff08`ITEM`\u30fb`PRICE`\uff09 | APC\u30fb\u5272\u5f15\u30fb\u7a0e\u30fb\u305d\u306e\u4ed6\u306e\u6599\u91d1\u306e\u533a\u5206 |\n| \u539f\u7a3f\u756a\u53f7\u30fb\u8a8c\u540d\u30fb\u8cac\u4efb\u8457\u8005\u30fb\u8ad6\u6587\u306e\u7a2e\u985e\u30fbDOI | GetDocumentAnalysis \u306e QUERY_RESULT | \u8ad6\u6587\u306e\u7279\u5b9a\u3001\u5951\u7d04\u306e\u6761\u4ef6\u306e\u5f53\u3066\u306f\u3081 |\n\n**\u8acb\u6c42\u66f8\u306e\u9805\u76ee\u306f\u3001\u6a19\u6e96\u306e\u540d\u524d\u3067\u53d7\u3051\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001**\u66f8\u985e\u306b\u66f8\u304b\u308c\u305f\u9805\u76ee\u540d\u306f `LabelDetection`\u3001\u5024\u306f `ValueDetection` \u3068\u3057\u3066\u3001\u305d\u308c\u305e\u308c\u4fe1\u983c\u5ea6\u4ed8\u304d\u3067\u8fd4\u308b**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**GetExpenseAnalysis \u306f1\u56de\u306b20\u4ef6\u307e\u3067\u3057\u304b\u8fd4\u3055\u306a\u3044**\u306e\u3067\u3001NextToken \u304c\u8fd4\u308b\u9650\u308a\u547c\u3073\u7d9a\u3051\u307e\u3059\u3002\u9014\u4e2d\u3067\u3084\u3081\u308b\u3068\u30012\u30da\u30fc\u30b8\u76ee\u306e\u5272\u5f15\u3084\u7a0e\u306e\u884c\u304c\u843d\u3061\u307e\u3059\u3002\n\n**\u8ad6\u6587\u306e\u60c5\u5831\u306f\u3001\u554f\u3044\u5408\u308f\u305b\u3067\u53d6\u308a\u307e\u3059\u3002** \u554f\u3044\u5408\u308f\u305b\u306f\u82f1\u8a9e\u306e\u6587\u66f8\u3067\u3060\u3051\u4f7f\u3048\u3001\u975e\u540c\u671f\u3067\u306f1\u30da\u30fc\u30b8\u3042\u305f\u308a30\u4ef6\u307e\u3067\u3067\u3059\u3002\u7b54\u3048\u306f QUERY_RESULT \u3068\u3057\u3066\u4fe1\u983c\u5ea6\u4ed8\u304d\u3067\u8fd4\u308a\u3001**\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u7a7a\u306e\u307e\u307e\u8fd4\u308b**\u306e\u3067\u3001\u539f\u7a3f\u756a\u53f7\u306e\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u8acb\u6c42\u66f8\u3092\u898b\u5206\u3051\u3089\u308c\u307e\u3059\u3002\n\n| \u554f\u3044\u5408\u308f\u305b\uff08Text\uff09 | Alias |\n|:--|:--|\n| What is the manuscript number or article reference? | MANUSCRIPT_ID |\n| What is the journal name? | JOURNAL |\n| What is the ISSN of the journal? | ISSN |\n| Who is the corresponding author? | CORRESPONDING_AUTHOR |\n| What is the article type? | ARTICLE_TYPE |\n| What is the DOI? | DOI |\n\n### \u524d\u51e6\u7406\n\n1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 \u8acb\u6c42\u66f8\u306e\u8aad\u307f\u53d6\u308a\u306f JPEG\u30fbPNG\u30fbPDF \u306b\u5bfe\u5fdc\u3059\u308b\u3068\u516c\u5f0f\u306e\u30da\u30fc\u30b8\u306b\u3042\u308a\u307e\u3059\u3002**TIFF \u3067\u5c4a\u3044\u305f\u3082\u306e\u306fPDF\u306b\u5909\u63db\u3057\u307e\u3059\u3002** XFA \u306e\u5f62\u5f0f\u306ePDF\u306f\u6271\u3048\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\n2. **\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d** \u2026 **\u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305fPDF\u306f\u6271\u3048\u307e\u305b\u3093\u3002** \u7814\u7a76\u8005\u306b\u89e3\u9664\u3057\u3066\u6dfb\u4ed8\u3057\u76f4\u3057\u3066\u3082\u3089\u3044\u307e\u3059\n3. **1\u30d5\u30a1\u30a4\u30eb\u306b\u8907\u6570\u306e\u8acb\u6c42\u66f8\u304c\u306a\u3044\u304b\u306e\u78ba\u8a8d** \u2026 \u8acb\u6c42\u66f8\u306e\u8aad\u307f\u53d6\u308a\u306f\u3001\u66f8\u985e\u306e\u4e2d\u306e\u8acb\u6c42\u66f8\u306e\u6570\u3092 `ExpenseIndex` \u3067\u8fd4\u3057\u307e\u3059\u3002**2\u4ef6\u4ee5\u4e0a\u306a\u3089\u3001\u7533\u8acb\u30681\u5bfe1\u306b\u306a\u3089\u306a\u3044\u306e\u3067\u4eba\u306b\u56de\u3057\u307e\u3059**\n4. **\u901a\u8ca8\u3068\u6570\u306e\u6574\u7406** \u2026 \u5024\u306e\u901a\u8ca8\u306e\u30b3\u30fc\u30c9\u3068\u3001\u660e\u7d30\u306e\u884c\u306e\u901a\u8ca8\u304c\u305d\u308d\u3063\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u3001\u6570\u3092\u6570\u5024\u306b\u76f4\u3057\u307e\u3059\n5. **\u539f\u7a3f\u756a\u53f7\u306e\u6574\u3048** \u2026 \u524d\u5f8c\u306e\u7a7a\u767d\u3068\u8a18\u53f7\u3092\u305d\u308d\u3048\u3001\u51fa\u7248\u793e\u3054\u3068\u306e\u539f\u7a3f\u756a\u53f7\u306e\u5f62\uff08\u82f1\u5b57\u3068\u6570\u5b57\u306e\u4e26\u3073\uff09\u306b\u5408\u3046\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n6. **ISSN \u306e\u78ba\u304b\u3081** \u2026 ISSN \u306f8\u6841\u3067\u3001\u6700\u5f8c\u306e1\u6841\u304c\u691c\u67fb\u7528\u306e\u6570\u5b57\uff08X \u306e\u3053\u3068\u3082\u3042\u308b\uff09\u3067\u3059\u3002**\u8a08\u7b97\u304c\u5408\u308f\u306a\u3044\u3082\u306e\u306f\u8aad\u307f\u53d6\u308a\u306e\u8aa4\u308a\u3068\u3057\u3066\u6271\u3044\u3001\u8a8c\u540d\u3067\u5f15\u304d\u76f4\u3057\u307e\u3059**\n7. **\u5408\u8a08\u306e\u78ba\u304b\u3081** \u2026 \u660e\u7d30\u306e\u884c\u3092\u8db3\u3057\u305f\u984d\u304c `TOTAL` \u3068\u5408\u3046\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n\n**7\u756a\u76ee\u306f\u3001\u660e\u7d30\u306e\u8aad\u307f\u843d\u3068\u3057\u3092\u7167\u5408\u306e\u524d\u3067\u6b62\u3081\u308b\u305f\u3081\u306e\u3082\u306e\u3067\u3059\u3002** \u5272\u5f15\u306e\u884c\u304c\u8aad\u307f\u53d6\u308c\u3066\u3044\u306a\u3044\u3068\u3001\u5272\u5f15\u306e\u4ed8\u3051\u6f0f\u308c\u306b\u898b\u3048\u307e\u3059\u3002\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u8868\u8a18\u306e\u3086\u308c\u3068\u8a00\u8449\u3092\u6271\u30464\u3064\u306e\u4ed5\u4e8b\u3060\u3051\u3067\u3059\u3002** \u9805\u76ee\u306e\u8aad\u307f\u53d6\u308a\u306f Textract\u3001\u7167\u5408\u3068\u5224\u5b9a\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u884c\u3044\u307e\u3059\u3002\n\n| \u3055\u305b\u308b\u3053\u3068 | \u4e2d\u8eab | \u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u8a8c\u540d\u306e\u5bfe\u5fdc\u306e\u5019\u88dc | ISSN \u3067\u5f15\u3051\u306a\u304b\u3063\u305f\u3068\u304d\u3060\u3051\u3001\u8aad\u307f\u53d6\u3063\u305f\u8a8c\u540d\u3068\u3001\u305d\u306e\u51fa\u7248\u793e\u306e\u5951\u7d04\u306e\u5bfe\u8c61\u8a8c\u306e\u4e00\u89a7\u304b\u3089\u3001\u540c\u3058\u8a8c\u306e\u5019\u88dc\u3092\u6700\u59273\u3064\u3001\u7406\u7531\u4ed8\u304d\u3067\u51fa\u3059 | \u5019\u88dc\u304c\u7121\u3051\u308c\u3070\u300c\u5bfe\u5fdc\u306a\u3057\u300d |\n| \u8cac\u4efb\u8457\u8005\u306e\u5019\u88dc | \u540d\u7c3f\u3067\u5f15\u3051\u306a\u304b\u3063\u305f\u3068\u304d\u3060\u3051\u3001\u30ed\u30fc\u30de\u5b57\u306e\u6c0f\u540d\u306e\u4e26\u3073\u30fb\u982d\u6587\u5b57\u30fb\u65e7\u59d3\u304b\u3089\u3001\u540d\u7c3f\u306e\u5019\u88dc\u3092\u7406\u7531\u4ed8\u304d\u3067\u51fa\u3059 | \u5019\u88dc\u304c\u7121\u3051\u308c\u3070\u300c\u8a72\u5f53\u306a\u3057\u300d |\n| \u660e\u7d30\u306e\u884c\u306e\u533a\u5206 | \u660e\u7d30\u306e\u884c\u3092 apc\uff0fdiscount\uff0ftax\uff0fcolor_charge\uff0fpage_charge\uff0fother \u306b\u5206\u3051\u308b | \u5f53\u305f\u3089\u306a\u3051\u308c\u3070 other \u3068\u539f\u6587 |\n| \u7167\u4f1a\u306e\u4e0b\u66f8\u304d | \u4fdd\u7559\u306e\u7406\u7531\u3054\u3068\u306b\u3001\u539f\u7a3f\u756a\u53f7\u30fb\u8a8c\u540d\u30fb\u8acb\u6c42\u756a\u53f7\u30fb\u6839\u62e0\u3092\u4e26\u3079\u305f\u82f1\u6587\u306e\u30e1\u30fc\u30eb | \u7406\u7531\u304c unknown \u306e\u3082\u306e\u306f\u4e8b\u5b9f\u3060\u3051\u3092\u66f8\u304f |\n\n**1\u884c\u76ee\u30682\u884c\u76ee\u306f\u3001\u5019\u88dc\u3092\u51fa\u3059\u307e\u3067\u3067\u3059\u3002** \u63a1\u308b\u304b\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u898f\u5247\uff08\u8457\u8005\u306a\u3089\u540d\u7c3f\u306e\u5728\u7c4d\u306e\u671f\u9593\u304c\u8ad6\u6587\u306e\u6642\u671f\u306b\u5408\u3046\u304b\uff09\u3067\u6c7a\u3081\u3001\u6c7a\u3081\u3089\u308c\u306a\u3051\u308c\u3070\u4eba\u306b\u56de\u3057\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u5951\u7d04\u306e\u5bfe\u8c61\u304b\u3069\u3046\u304b\u306e\u7d50\u8ad6 | \u5bfe\u8c61\u8a8c\u30fb\u6240\u5c5e\u30fb\u8ad6\u6587\u306e\u7a2e\u985e\u306e3\u3064\u306e\u6761\u4ef6\u3092\u898f\u5247\u3067\u5f53\u3066\u308b |\n| \u5272\u5f15\u7387\u306e\u8a08\u7b97\u3068\u3001\u6b63\u3057\u3044\u8acb\u6c42\u984d\u306e\u7b97\u51fa | \u5272\u5f15\u7387\u306f\u5951\u7d04\u6761\u4ef6\u306e\u4e00\u89a7\u306e\u5024\u3067\u3001\u6bd4\u3079\u308b\u306e\u306f\u30d7\u30ed\u30b0\u30e9\u30e0 |\n| \u7814\u7a76\u8cbb\u304b\u3089\u6255\u3048\u308b\u304b\u306e\u5224\u65ad | \u7814\u7a76\u8cbb\u306e\u7a2e\u985e\u3054\u3068\u306e\u4f7f\u3044\u65b9\u306f\u5b66\u5185\u306e\u898f\u7a0b\u3068\u914d\u5206\u306e\u6761\u4ef6\u3067\u6c7a\u307e\u308b |\n| \u652f\u6255\u3092\u62d2\u3080\u304b\u306e\u5224\u65ad | \u51fa\u7248\u793e\u3068\u306e\u95a2\u4fc2\u3068\u7814\u7a76\u8005\u306e\u8ad6\u6587\u306e\u516c\u958b\u306b\u95a2\u308f\u308b |\n| \u540d\u7c3f\u306b\u7121\u3044\u7814\u7a76\u8005\u3092\u672c\u5b66\u6240\u5c5e\u3068\u307f\u306a\u3059 | \u6240\u5c5e\u306f\u540d\u7c3f\u3068\u5728\u7c4d\u306e\u671f\u9593\u3067\u6c7a\u3081\u308b |\n\n**3\u884c\u76ee\u3092\u5916\u3059\u306e\u306f\u3001\u7814\u7a76\u8cbb\u3054\u3068\u306b\u4f7f\u3044\u65b9\u306e\u6c7a\u307e\u308a\u304c\u9055\u3046\u304b\u3089\u3067\u3059\u3002** \u4e88\u7b97\u306e\u756a\u53f7\u304c\u7533\u8acb\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u304b\u3092\u78ba\u304b\u3081\u308b\u3068\u3053\u308d\u307e\u3067\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u4ed5\u4e8b\u3067\u3059\u3002\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n\u8cac\u4efb\u8457\u8005\u306e\u5019\u88dc\u3092\u51fa\u3059\u6307\u793a\u3067\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u5927\u5b66\u306e\u7d4c\u7406\u8ab2\u3067\u3001\u8ad6\u6587\u63b2\u8f09\u6599\u306e\u8acb\u6c42\u66f8\u306b\u66f8\u304b\u308c\u305f\u8cac\u4efb\u8457\u8005\u304c\u3001\n\u672c\u5b66\u306e\u7814\u7a76\u8005\u306e\u540d\u7c3f\u306e\u8ab0\u306b\u5f53\u305f\u308b\u304b\u306e\u5019\u88dc\u3092\u6319\u3052\u308b\u62c5\u5f53\u8005\u3092\u624b\u4f1d\u3044\u307e\u3059\u3002\n\u6e21\u3055\u308c\u305f\u300c\u8acb\u6c42\u66f8\u306e\u8cac\u4efb\u8457\u8005\u306e\u8868\u8a18\u300d\u3068\u300c\u540d\u7c3f\u306e\u629c\u7c8b\u300d\u3060\u3051\u3092\u898b\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u3084\u308b\u3053\u3068\u3011\n- \u540d\u7c3f\u306e\u629c\u7c8b\u304b\u3089\u3001\u540c\u3058\u4eba\u306e\u53ef\u80fd\u6027\u304c\u3042\u308b\u7814\u7a76\u8005\u3092\u6700\u59273\u4eba\u6319\u3052\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6319\u3052\u305f\u7406\u7531\u3092\u3001\u8868\u8a18\u306e\u3069\u3053\u304c\u4e00\u81f4\u3059\u308b\u304b\uff08\u59d3\u3001\u540d\u3001\u982d\u6587\u5b57\u3001\u65e7\u59d3\u3001\u30df\u30c9\u30eb\u30cd\u30fc\u30e0\uff09\u3067\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u540d\u7c3f\u306e\u629c\u7c8b\u306b\u7121\u3044\u4eba\u3092\u6319\u3052\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u59d3\u3060\u3051\u304c\u4e00\u81f4\u3059\u308b\u5019\u88dc\u306b\u306f\u3001\u7406\u7531\u306b\u300c\u59d3\u306e\u307f\u4e00\u81f4\u300d\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u672c\u5b66\u306e\u6240\u5c5e\u304b\u3069\u3046\u304b\u3001\u5951\u7d04\u306e\u5bfe\u8c61\u304b\u3069\u3046\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5019\u88dc\u304c\u7121\u3051\u308c\u3070\u3001candidates \u3092\u7a7a\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n```\n\n\u660e\u7d30\u306e\u884c\u3092\u5206\u3051\u3001\u7167\u4f1a\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308b\u6307\u793a\u3067\u3059\u3002\n\n```\n\u3042\u306a\u305f\u306f\u5927\u5b66\u306e\u7d4c\u7406\u8ab2\u3067\u3001\u6d77\u5916\u306e\u51fa\u7248\u793e\u306e\u8ad6\u6587\u63b2\u8f09\u6599\u306e\u8acb\u6c42\u66f8\u3092\u6271\u3046\u62c5\u5f53\u8005\u3092\u624b\u4f1d\u3044\u307e\u3059\u3002\n\n\u3010\u660e\u7d30\u306e\u533a\u5206\u3011\n\u6e21\u3055\u308c\u305f\u660e\u7d30\u306e\u884c\u3092\u3001\u6b21\u306e\u3069\u308c\u304b\u306b\u5206\u3051\u3066\u304f\u3060\u3055\u3044\u3002\napc\uff08\u8ad6\u6587\u63b2\u8f09\u6599\uff09\uff0fdiscount\uff08\u5272\u5f15\u30fb\u4f1a\u54e1\u306e\u5024\u5f15\u304d\u30fb\u514d\u9664\uff09\uff0ftax\uff08\u7a0e\uff09\uff0f\ncolor_charge\uff08\u30ab\u30e9\u30fc\u56f3\u7248\u306e\u6599\u91d1\uff09\uff0fpage_charge\uff08\u30da\u30fc\u30b8\u8d85\u904e\u306e\u6599\u91d1\uff09\uff0fother\n- \u884c\u306e\u8a00\u8449\u3060\u3051\u3067\u5224\u65ad\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u91d1\u984d\u306e\u5927\u304d\u3055\u304b\u3089\u63a8\u3057\u91cf\u3089\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u884c\u306e\u539f\u6587\u3092 raw \u306b\u305d\u306e\u307e\u307e\u6b8b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u300cwaiver\u300d\u300cvoucher\u300d\u300cprepaid\u300d\u300cagreement\u300d\u306e\u8a9e\u304c\u3042\u308c\u3070\u3001\u305d\u306e\u8a9e\u3092 qualifier \u306b\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u7167\u4f1a\u306e\u4e0b\u66f8\u304d\u3011\n- \u539f\u7a3f\u756a\u53f7\u3001\u8a8c\u540d\u3001\u8acb\u6c42\u756a\u53f7\u3001\u8acb\u6c42\u984d\u3092\u3001\u6e21\u3055\u308c\u305f\u5024\u306e\u307e\u307e\u3067\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u4fdd\u7559\u306e\u7406\u7531\uff08contract_covered\uff0fdiscount_missing\uff0fduplicate\uff09\u3054\u3068\u306b\u3001\n  \u6839\u62e0\u3068\u3057\u3066\u6e21\u3055\u308c\u305f\u5951\u7d04\u306e\u6761\u4ef6\u3084\u904e\u53bb\u306e\u8acb\u6c42\u756a\u53f7\u3092\u4e26\u3079\u3066\u304f\u3060\u3055\u3044\u3002\n- \u652f\u6255\u308f\u306a\u3044\u3068\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u78ba\u8a8d\u3092\u304a\u9858\u3044\u3059\u308b\u5f62\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5272\u5f15\u306e\u984d\u3084\u6b63\u3057\u3044\u8acb\u6c42\u984d\u3092\u8a08\u7b97\u3057\u3066\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u300cagreement\u300d\u300cprepaid\u300d\u3092\u5199\u3055\u305b\u308b\u306e\u306f\u3001\u5951\u7d04\u3067\u7cbe\u7b97\u6e08\u307f\u3067\u3042\u308b\u3053\u3068\u304c\u660e\u7d30\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308b\u304b\u3089\u3067\u3059\u3002** \u300cCovered by institutional agreement\u300d\u3067\u5408\u8a08\u304c0\u306e\u66f8\u985e\u306f\u901a\u77e5\u3067\u3001\u652f\u6255\u306e\u624b\u7d9a\u304d\u306b\u56de\u3055\u305a\u306b\u6e08\u307f\u307e\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**\u4e00\u6b21\u5224\u5b9a\u306f\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u304cJSON\u3067\u51fa\u3057\u307e\u3059\u3002** \u751f\u6210AI\u306e\u51fa\u529b\u3082\u3001Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\u3067\u5f62\u3092\u6c7a\u3081\u3066\u53d7\u3051\u307e\u3059\u3002\u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001**`output_config.format` \u306b JSON \u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3059\u3068\u3001\u30b9\u30ad\u30fc\u30de\u306b\u5408\u3046 JSON \u304c\u8fd4\u308b**\u3068\u3055\u308c\u3001\u6b63\u5f0f\u63d0\u4f9b\u306e\u6a5f\u80fd\u3067\u3059\u3002\n\n```json\n{\n  \"request_no\": \"APC-2026-0912\",\n  \"invoice\": { \"invoice_id\": \"\", \"publisher\": \"\", \"currency\": \"EUR\",\n               \"subtotal\": 2890.00, \"discount\": 0.00, \"tax\": 0.00, \"total\": 2890.00,\n               \"due_date\": \"2026-11-13\", \"sum_check\": \"matched\" },\n  \"article\": { \"manuscript_id\": \"\", \"journal\": \"\", \"issn\": \"\",\n               \"issn_check\": \"ok | failed | missing\",\n               \"corresponding_author\": \"Yamada, Taro\", \"article_type\": \"Research Article\" },\n  \"matching\": {\n    \"contract_type\": \"transformative | discount | none\",\n    \"journal_covered\": \"yes | no | unknown\",\n    \"author_affiliated\": \"yes | no | unknown\",\n    \"article_type_covered\": \"yes | no | unknown\",\n    \"expected_discount_rate\": 0.15, \"applied_discount_rate\": 0.00,\n    \"request_found\": true, \"budget_code_present\": true,\n    \"duplicate_of\": \"\"\n  },\n  \"verdict\": \"payable | hold_contract | hold_discount | hold_request | duplicate | needs_human\",\n  \"reasons\": [ \"Journal ISSN in agreement list; author matched (Faculty of Medicine)\" ],\n  \"min_confidence\": 96.4\n}\n```\n\n**\u5951\u7d04\u306e3\u3064\u306e\u6761\u4ef6\u3092\u5225\u3005\u306e\u5217\u3067\u6301\u3064\u306e\u3067\u3001\u3069\u308c\u304c `unknown` \u304b\u3067\u56f3\u66f8\u9928\u306b\u4f55\u3092\u78ba\u304b\u3081\u3066\u3082\u3089\u3048\u3070\u3088\u3044\u304b\u304c\u6c7a\u307e\u308a\u307e\u3059\u3002** `verdict` \u306f\u898f\u5247\u3067\u6c7a\u3081\u307e\u3059\u3002\n\n| `verdict` | \u6c7a\u3081\u65b9\uff08\u30d7\u30ed\u30b0\u30e9\u30e0\uff09 |\n|:--|:--|\n| hold_contract | \u8ee2\u63db\u5951\u7d04\u306e\u51fa\u7248\u793e\u3067\u30013\u3064\u306e\u6761\u4ef6\u304c\u3059\u3079\u3066 yes \u306a\u306e\u306b\u8acb\u6c42\u984d\u304c0\u3067\u306a\u3044 |\n| hold_discount | \u5272\u5f15\u306e\u5951\u7d04\u306e\u51fa\u7248\u793e\u3067\u3001`applied_discount_rate` \u304c `expected_discount_rate` \u3088\u308a\u5c0f\u3055\u3044 |\n| duplicate | \u540c\u3058\u539f\u7a3f\u756a\u53f7\u304b\u540c\u3058\u8acb\u6c42\u756a\u53f7\u306e\u652f\u6255\u6e08\u307f\u306e\u8a18\u9332\u304c\u3042\u308b |\n| hold_request | \u7533\u8acb\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u3001\u4e88\u7b97\u306e\u756a\u53f7\u304c\u7121\u3044\u3001\u7533\u8acb\u306e\u91d1\u984d\u3068\u8acb\u6c42\u984d\u306e\u5dee\u304c\u8a2d\u5b9a\u306e\u5e45\u3092\u8d85\u3048\u308b |\n| needs_human | \u6761\u4ef6\u306e\u3069\u308c\u304b\u304c unknown\u3001\u5408\u8a08\u304c\u5408\u308f\u306a\u3044\u3001\u4fe1\u983c\u5ea6\u304c\u8a2d\u5b9a\u306e\u5024\u3092\u4e0b\u56de\u308b |\n| payable | \u4e0a\u306e\u3069\u308c\u306b\u3082\u5f53\u305f\u3089\u306a\u3044 |\n\n**\u4e0a\u304b\u3089\u9806\u306b\u5f53\u3066\u307e\u3059\u3002** `hold_contract` \u3092\u5148\u306b\u7f6e\u304f\u306e\u306f\u3001\u5951\u7d04\u3067\u7cbe\u7b97\u3055\u308c\u308b\u306f\u305a\u306e\u8ad6\u6587\u306b\u6255\u3046\u8aa4\u308a\u304c\u3001\u3044\u3061\u3070\u3093\u53d6\u308a\u623b\u3057\u306b\u304f\u3044\u304b\u3089\u3067\u3059\u3002\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u5b66\u5185\u306e\u7533\u8acb\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc | \u7533\u8acb\u306e\u53d7\u4ed8\u306e\u901a\u77e5\u3067\u6dfb\u4ed8\u3092\u53d6\u308a\u51fa\u3059 | \u7533\u8acb\u756a\u53f7\u3068\u6dfb\u4ed8\u306ePDF\u3001\u4e88\u7b97\u306e\u756a\u53f7 |\n| Amazon S3 | \u4fdd\u5b58\u306e\u901a\u77e5\u3067 Lambda \u3092\u52d5\u304b\u3059 | \u7533\u8acb\u756a\u53f7\u306e\u4ed8\u3044\u305f\u5834\u6240\u306b\u539f\u672c\u3092\u7f6e\u304f |\n| AWS Textract | StartExpenseAnalysis\uff0fStartDocumentAnalysis \u3068\u3001\u305d\u308c\u305e\u308c\u306e Get | \u8acb\u6c42\u66f8\u306e\u9805\u76ee\u3068\u660e\u7d30\u3001\u8ad6\u6587\u306e\u60c5\u5831\u3001\u4fe1\u983c\u5ea6 |\n| \u5951\u7d04\u6761\u4ef6\u306e\u4e00\u89a7\u30fb\u540d\u7c3f\u30fb\u8ca1\u52d9\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0 | \u66f8\u304d\u51fa\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u3080 | **\u8aad\u307f\u53d6\u308a\u3060\u3051** |\n| Claude API | API\u547c\u3073\u51fa\u3057\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09 | \u8a8c\u540d\u3068\u8457\u8005\u306e\u5019\u88dc\u3001\u660e\u7d30\u306e\u533a\u5206\u3001\u7167\u4f1a\u306e\u4e0b\u66f8\u304d |\n| \u7d4c\u7406\u3068\u56f3\u66f8\u9928\u306e\u62c5\u5f53\u8005 | \u4e00\u6b21\u5224\u5b9a\u306e\u4e00\u89a7\u3092\u5171\u6709\u306e\u5834\u6240\u306b\u7f6e\u304d\u3001\u30c1\u30e3\u30c3\u30c8\u3067\u77e5\u3089\u305b\u308b | \u78ba\u8a8d\u3001\u56f3\u66f8\u9928\u3078\u306e\u56de\u4ed8\u3001\u7167\u4f1a\u306e\u9001\u4fe1 |\n\n**\u8ca1\u52d9\u4f1a\u8a08\u30b7\u30b9\u30c6\u30e0\u306b\u3082\u7533\u8acb\u306b\u3082\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u4e00\u6b21\u5224\u5b9a\u3092\u7533\u8acb\u306b\u66f8\u304d\u623b\u3059\u3068\u3001\u7814\u7a76\u8005\u306b\u306f\u300c\u7d4c\u7406\u304c\u5374\u4e0b\u3057\u305f\u300d\u3068\u898b\u3048\u307e\u3059\u3002\n\n**Claude \u3092 Amazon Bedrock \u304b\u3089\u4f7f\u3046\u5834\u5408\u306f\u3001\u69cb\u9020\u5316\u51fa\u529b\u306e\u5bfe\u5fdc\u3092\u5148\u306b\u78ba\u304b\u3081\u307e\u3059\u3002** \u516c\u5f0f\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001Bedrock \u3067\u306f\u69cb\u9020\u5316\u51fa\u529b\u304c\u65e7\u6765\u306e\u9023\u643a\u3067\u3060\u3051\u4f7f\u3048\u3001Claude in Amazon Bedrock \u3067\u306f\u4f7f\u3048\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u7d4c\u7406\u306e\u62c5\u5f53\u8005\u304c\u5168\u4ef6\u306e\u4e00\u6b21\u5224\u5b9a\u3092\u78ba\u304b\u3081\u307e\u3059\u3002** `payable` \u306f\u4e00\u89a7\u3067\u6839\u62e0\u3092\u6d41\u3057\u898b\u3066\u3001\u4fdd\u7559\u306e\u3082\u306e\u306b\u6642\u9593\u3092\u4f7f\u3044\u307e\u3059\u3002\n\n1. **`hold_contract` \u3092\u5148\u306b\u898b\u308b** \u2026 3\u3064\u306e\u6761\u4ef6\u306e\u6839\u62e0\u3092\u78ba\u304b\u3081\u3001**\u56f3\u66f8\u9928\u306e\u62c5\u5f53\u8005\u306b\u51fa\u7248\u793e\u306e\u7ba1\u7406\u753b\u9762\u3067\u8ad6\u6587\u306e\u72b6\u614b\u3092\u898b\u3066\u3082\u3089\u3044\u307e\u3059**\n2. **`needs_human` \u306e unknown \u3092\u57cb\u3081\u308b** \u2026 \u3069\u306e\u6761\u4ef6\u304c\u6c7a\u3081\u3089\u308c\u306a\u304b\u3063\u305f\u304b\u3092\u898b\u3066\u3001\u539f\u672c\u3067\u78ba\u304b\u3081\u307e\u3059\n3. **`hold_discount` \u306e\u5272\u5f15\u7387\u3092\u78ba\u304b\u3081\u308b** \u2026 \u4e00\u89a7\u306e\u5272\u5f15\u7387\u3068\u3001\u8acb\u6c42\u66f8\u306e\u5272\u5f15\u306e\u884c\u3092\u898b\u6bd4\u3079\u307e\u3059\n4. **`duplicate` \u306e\u904e\u53bb\u306e\u652f\u6255\u3092\u958b\u304f** \u2026 \u518d\u9001\u306e\u8acb\u6c42\u304b\u3001\u5225\u306e\u6599\u91d1\uff08\u30ab\u30e9\u30fc\u56f3\u7248\u306a\u3069\uff09\u306e\u8acb\u6c42\u304b\u3092\u898b\u307e\u3059\n5. **\u7167\u4f1a\u3092\u76f4\u3057\u3066\u9001\u308b** \u2026 \u4e0b\u66f8\u304d\u306e\u756a\u53f7\u3068\u6839\u62e0\u3092\u78ba\u304b\u3081\u3001**\u9001\u4fe1\u306f\u62c5\u5f53\u8005\u304c\u884c\u3044\u307e\u3059\u3002\u7814\u7a76\u8005\u306b\u3082\u540c\u6642\u306b\u77e5\u3089\u305b\u307e\u3059**\n\n**`payable` \u3082\u3001\u6700\u521d\u306e3\u304b\u6708\u306f\u5168\u4ef6\u3092\u539f\u672c\u3067\u898b\u307e\u3059\u3002** \u898f\u5247\u306e\u6f0f\u308c\u306f\u3001`payable` \u306e\u4e2d\u306b\u3057\u304b\u73fe\u308c\u306a\u3044\u304b\u3089\u3067\u3059\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u4ed8\u304d\u30fbXFA \u306ePDF | \u8aad\u3081\u306a\u3044\u3002**\u7814\u7a76\u8005\u306b\u6dfb\u4ed8\u3057\u76f4\u3057\u3066\u3082\u3089\u3046** |\n| JobStatus \u304c FAILED \u304b PARTIAL_SUCCESS | Warnings \u306e\u30da\u30fc\u30b8\u3092\u898b\u3066\u3001\u305d\u306e\u9805\u76ee\u3092\u4eba\u304c\u5199\u3059 |\n| 1\u30d5\u30a1\u30a4\u30eb\u306b\u8acb\u6c42\u66f8\u304c2\u4ef6\u4ee5\u4e0a | \u7533\u8acb\u30681\u5bfe1\u306b\u306a\u3089\u306a\u3044\u3002**\u5206\u3051\u3066\u7533\u8acb\u3057\u76f4\u3057\u3066\u3082\u3089\u3046** |\n| \u539f\u7a3f\u756a\u53f7\u306e\u7b54\u3048\u304c\u7a7a | \u8ad6\u6587\u3092\u7279\u5b9a\u3067\u304d\u306a\u3044\u3002\u984c\u540d\u3068 DOI \u3067\u63a2\u3057\u3001\u7121\u3051\u308c\u3070 `needs_human` |\n| \u5408\u8a08\u304c0\u306e\u901a\u77e5\uff08\u5951\u7d04\u3067\u7cbe\u7b97\u6e08\u307f\uff09 | \u652f\u6255\u306e\u624b\u7d9a\u304d\u306b\u56de\u3055\u305a\u3001**\u56f3\u66f8\u9928\u306e\u8a18\u9332\u306b\u56de\u3059** |\n| \u898b\u7a4d\u66f8\uff08Quote\u30fbPro forma\uff09\u304c\u6dfb\u4ed8\u3055\u308c\u3066\u3044\u308b | \u8acb\u6c42\u66f8\u3067\u306f\u306a\u3044\u3002**\u6b63\u5f0f\u306a\u8acb\u6c42\u66f8\u304c\u5c4a\u304f\u307e\u3067\u4fdd\u7559** |\n| \u5951\u7d04\u306e\u671f\u9593\u306e\u5207\u308c\u76ee\u306e\u8ad6\u6587 | \u53d7\u7406\u65e5\u3068\u5951\u7d04\u306e\u671f\u9593\u3092\u56f3\u66f8\u9928\u306b\u78ba\u304b\u3081\u308b\u3002**\u5224\u5b9a\u306f needs_human** |\n\n**\u6700\u5f8c\u306e\u884c\u306f\u3001\u5951\u7d04\u306e\u5bfe\u8c61\u304c\u53d7\u7406\u65e5\u3067\u6c7a\u307e\u308b\u304b\u51fa\u7248\u65e5\u3067\u6c7a\u307e\u308b\u304b\u304c\u5951\u7d04\u3054\u3068\u306b\u9055\u3044\u3001\u8acb\u6c42\u66f8\u3060\u3051\u3067\u306f\u6c7a\u3081\u3089\u308c\u306a\u3044\u305f\u3081\u3067\u3059\u3002**\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u8acb\u6c42\u66f8\u306e\u539f\u672c\u3068\u3001\u4fdd\u5b58\u3057\u305f\u5834\u6240\uff08\u7533\u8acb\u756a\u53f7\u30fb\u7248\uff09\n- Textract \u304c\u8fd4\u3057\u305f\u7d50\u679c\u306e\u5168\u6587\uff08\u8acb\u6c42\u66f8\u306e\u9805\u76ee\u3068\u660e\u7d30\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u7b54\u3048\uff09\n- \u7167\u5408\u306b\u4f7f\u3063\u305f\u5951\u7d04\u6761\u4ef6\u306e\u4e00\u89a7\u3068\u7814\u7a76\u8005\u306e\u540d\u7c3f\u306e\u3001**\u305d\u306e\u6642\u70b9\u306e\u7248**\n- \u4e00\u6b21\u5224\u5b9a\uff08`matching`\u3001`verdict`\u3001`reasons`\uff09\u3068\u3001\u751f\u6210AI\u304c\u51fa\u3057\u305f\u5019\u88dc\u3068\u63a1\u5426\n- **\u62c5\u5f53\u8005\u304c\u5224\u5b9a\u3092\u8986\u3057\u305f\u8a18\u9332** \u2026 \u3069\u306e\u6761\u4ef6\u3092\u3001\u3069\u3046\u76f4\u3057\u305f\u304b\n- \u56f3\u66f8\u9928\u3078\u306e\u56de\u4ed8\u3068\u51fa\u7248\u793e\u3078\u306e\u7167\u4f1a\u3001\u305d\u306e\u56de\u7b54\n- **\u51fa\u7248\u793e\u3054\u3068\u306e\u4fdd\u7559\u306e\u4ef6\u6570\u3068\u7406\u7531\u306e\u63a8\u79fb**\n\n**3\u3064\u76ee\u3067\u4e00\u89a7\u306e\u7248\u3092\u6b8b\u3059\u306e\u306f\u3001\u5951\u7d04\u306e\u5bfe\u8c61\u8a8c\u304c\u5e74\u3054\u3068\u306b\u5909\u308f\u308b\u304b\u3089\u3067\u3059\u3002** \u5f53\u6642\u306e\u4e00\u89a7\u304c\u6b8b\u3063\u3066\u3044\u306a\u3044\u3068\u3001\u5224\u5b9a\u304c\u6b63\u3057\u304b\u3063\u305f\u304b\u3092\u78ba\u304b\u3081\u3089\u308c\u307e\u305b\u3093\u3002","minimal_setup":"1. \u5148\u6708\u306e\u8acb\u6c42\u66f8\u304b\u3089\u3001\u51fa\u7248\u793e\u306e\u9055\u304615\u4ef6\u3092\u9078\u3076\uff08**\u3046\u3061\u6570\u4ef6\u306f\u3001\u5951\u7d04\u306e\u5bfe\u8c61\u3060\u3063\u305f\u3068\u5206\u304b\u3063\u3066\u3044\u308b\u3082\u306e\u3068\u3001\u5272\u5f15\u306e\u4ed8\u3051\u6f0f\u308c\u304c\u3042\u3063\u305f\u3082\u306e\u3092\u5165\u308c\u308b**\uff09\n2. AWS \u306e\u30b3\u30f3\u30bd\u30fc\u30eb\u3067 Textract \u306e\u8acb\u6c42\u66f8\u306e\u8aad\u307f\u53d6\u308a\u3092\u958b\u304d\u300115\u4ef6\u3092\u8aad\u307e\u305b\u308b\n3. \u8acb\u6c42\u756a\u53f7\u30fb\u5408\u8a08\u30fb\u5272\u5f15\u30fb\u901a\u8ca8\u304c\u53d6\u308c\u3066\u3044\u308b\u304b\u3001\u5f53\u6642\u62c5\u5f53\u8005\u304c\u898b\u305f\u5024\u3068\u4e26\u3079\u308b\n4. \u540c\u305815\u4ef6\u3067\u554f\u3044\u5408\u308f\u305b\u3092\u8a66\u3057\u3001\u539f\u7a3f\u756a\u53f7\u30fb\u8a8c\u540d\u30fb\u8cac\u4efb\u8457\u8005\u304c\u53d6\u308c\u308b\u304b\u3092\u898b\u308b\n5. \u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u3001\u53d6\u308c\u305f\u8a8c\u540d\u3068\u5951\u7d04\u6761\u4ef6\u306e\u4e00\u89a7\u306e\u8a8c\u540d\u3092\u8cbc\u308a\u3001\u5bfe\u5fdc\u3092\u4ed8\u3051\u3055\u305b\u308b\n\n**\u5951\u7d04\u306e\u5bfe\u8c61\u3060\u3063\u305f\u8acb\u6c42\u66f8\u306f\u5fc5\u305a\u5165\u308c\u30013\u3064\u306e\u6761\u4ef6\u306e\u6750\u6599\u304c\u8aad\u307f\u53d6\u308c\u308b\u304b\u3092\u6700\u521d\u306b\u78ba\u304b\u3081\u307e\u3059\u3002**\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u9805\u76ee\u3068\u8ad6\u6587\u306e\u60c5\u5831\u304c\u53d6\u308c\u3001\u8a8c\u540d\u3082\u5bfe\u5fdc\u304c\u4ed8\u3044\u305f | **\u7167\u5408\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u306b\u9032\u3080** |\n| \u5272\u5f15\u306e\u884c\u304c\u660e\u7d30\u3068\u3057\u3066\u53d6\u308c\u306a\u304b\u3063\u305f | \u5408\u8a08\u306e\u78ba\u304b\u3081\u3067\u6b62\u3081\u3089\u308c\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u8cac\u4efb\u8457\u8005\u304c\u53d6\u308c\u306a\u3044\u8acb\u6c42\u66f8\u304c\u591a\u3044 | \u7533\u8acb\u306e\u753b\u9762\u3067\u8cac\u4efb\u8457\u8005\u3092\u5165\u529b\u3057\u3066\u3082\u3089\u3046\u3002**\u624b\u9806\u3067\u76f4\u308b** |","minimal_setup_short":"\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u8acb\u6c42\u66f8\u3092\u8aad\u307f\u53d6\u308a\u3001\u9805\u76ee\u3092\u66f8\u304d\u51fa\u3057\u3066\u624b\u3067\u7167\u3089\u3059 \uff0f \u8acb\u6c42\u66f8\u306e\u9805\u76ee\u3092\u5199\u3059\u624b\u4f5c\u696d","semi_auto_setup":"\u4e0a\u8a18\uff0b\u5951\u7d04\u6761\u4ef6\u306e\u4e00\u89a7\u3068\u540d\u7c3f\u306e\u7167\u5408\u3001\u5272\u5f15\u7387\u306e\u6bd4\u8f03\u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u884c\u3046 \uff0f \u5951\u7d04\u306e\u6761\u4ef6\u306e\u5f53\u3066\u306f\u3081\u3068\u5272\u5f15\u306e\u78ba\u8a8d","full_setup":"\u4e0a\u8a18\uff0b\u7533\u8acb\u306e\u53d7\u4ed8\u3092\u8d77\u70b9\u306b\u81ea\u52d5\u3067\u52d5\u304b\u3057\u3001\u652f\u6255\u6e08\u307f\u306e\u7167\u5408\u3001\u4e00\u6b21\u5224\u5b9a\u3001\u7167\u4f1a\u306e\u4e0b\u66f8\u304d\u307e\u3067\u51fa\u3059 \uff0f \u4e00\u6b21\u5224\u5b9a\u306e\u5168\u4f53\u3068\u3001\u7167\u4f1a\u5148\u306e\u6d17\u3044\u51fa\u3057","level_note":"**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4ef630\u5206\u304c15\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u5199\u3057\u3068\u5951\u7d04\u306e\u7167\u5408\u306f\u7121\u304f\u306a\u308a\u307e\u3059\u304c\u3001**\u7533\u8acb\u3068\u306e\u7a81\u304d\u5408\u308f\u305b\u3068\u652f\u6255\u6e08\u307f\u306e\u8a18\u9332\u306e\u78ba\u8a8d\u3001\u7167\u4f1a\u306e\u82f1\u6587\u304c\u624b\u4f5c\u696d\u306e\u307e\u307e\u6b8b\u308a\u307e\u3059\u3002** \u672c\u683c\u69cb\u6210\u30678\u5206\u306b\u306a\u308a\u3001\u3053\u306e\u6bb5\u968e\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002\n**\u6bb5\u968e\u3092\u98db\u3070\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u534a\u81ea\u52d5\u5316\u30673\u304b\u6708\u56de\u3059\u3068\u3001\u5951\u7d04\u6761\u4ef6\u306e\u4e00\u89a7\u306eISSN\u306e\u629c\u3051\u3068\u540d\u7c3f\u306e\u30ed\u30fc\u30de\u5b57\u306e\u8868\u8a18\u306e\u629c\u3051\u304c\u5206\u304b\u308a\u3001\u57cb\u3081\u3066\u304b\u3089\u4e00\u6b21\u5224\u5b9a\u3092\u51fa\u3059\u307b\u3046\u304c `needs_human` \u304c\u6e1b\u308a\u307e\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u8a8c\u540d\u306e\u7565\u79f0\u3084\u6539\u540d\u3067\u5bfe\u8c61\u8a8c\u3092\u5f15\u3051\u306a\u3044 | **ISSN \u3067\u5148\u306b\u5f15\u304f\u3002** \u4e00\u89a7\u306b ISSN \u306e\u5217\u3092\u8db3\u3057\u3001\u6539\u540d\u524d\u306e\u8a8c\u540d\u3082\u6b8b\u3059 |\n| \u300cYamada, T.\u300d\u3067\u540d\u7c3f\u306e\u5019\u88dc\u304c\u4f55\u4eba\u3082\u51fa\u308b | \u6240\u5c5e\u3068\u5728\u7c4d\u306e\u671f\u9593\u3067\u7d5e\u308a\u3001\u6c7a\u3081\u3089\u308c\u306a\u3051\u308c\u3070\u4eba\u3078 |\n| \u5272\u5f15\u306e\u884c\u304c\u8aad\u307f\u843d\u3068\u3055\u308c\u3001\u5272\u5f15\u306e\u4ed8\u3051\u6f0f\u308c\u306b\u898b\u3048\u308b | \u660e\u7d30\u306e\u5408\u8a08\u3068\u8acb\u6c42\u306e\u5408\u8a08\u3092\u7167\u3089\u3057\u3001**\u5408\u308f\u306a\u3044\u3082\u306e\u306f\u5272\u5f15\u306e\u5224\u5b9a\u306b\u9032\u3081\u306a\u3044** |\n| \u5951\u7d04\u306e\u5bfe\u8c61\u5916\u306e\u8ad6\u6587\u306e\u7a2e\u985e\u3092\u5bfe\u8c61\u3068\u5224\u5b9a\u3059\u308b | \u4e00\u89a7\u306b**\u5bfe\u8c61\u306e\u8ad6\u6587\u306e\u7a2e\u985e**\u306e\u5217\u3092\u6301\u305f\u305b\u308b |\n| \u5408\u8a08\u304c0\u306e\u901a\u77e5\u3092\u652f\u6255\u306b\u56de\u3059 | \u660e\u7d30\u306e qualifier \u306e\u300cagreement\u300d\u3092\u898b\u3066\u3001\u652f\u6255\u306e\u624b\u7d9a\u304d\u304b\u3089\u5916\u3059 |\n| 2\u30da\u30fc\u30b8\u76ee\u306e\u660e\u7d30\u304c\u843d\u3061\u308b | GetExpenseAnalysis \u306f**1\u56de\u306b20\u4ef6\u307e\u3067**\u3002NextToken \u3092\u6700\u5f8c\u307e\u3067\u8ffd\u3046 |\n| \u898b\u7a4d\u66f8\u3092\u8acb\u6c42\u66f8\u3068\u3057\u3066\u6271\u3046 | \u66f8\u985e\u306e\u984c\u3092\u898b\u3066\u3001\u6b63\u5f0f\u306a\u8acb\u6c42\u66f8\u304c\u5c4a\u304f\u307e\u3067\u4fdd\u7559 |\n| Bedrock \u3067\u69cb\u9020\u5316\u51fa\u529b\u304c\u4f7f\u3048\u306a\u3044 | Claude API \u3092\u76f4\u63a5\u4f7f\u3046\u304b\u3001\u5bfe\u5fdc\u3092\u5148\u306b\u78ba\u304b\u3081\u308b |\n\n**\u4e0a\u306e3\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u308c\u3082\u3001\u8868\u8a18\u306e\u3086\u308c\u3068\u8aad\u307f\u843d\u3068\u3057\u304c\u5224\u5b9a\u306e\u8aa4\u308a\u306b\u5316\u3051\u308b\u5931\u6557\u3067\u3001**ISSN\u30fb\u5728\u7c4d\u306e\u671f\u9593\u30fb\u660e\u7d30\u306e\u5408\u8a08\u3068\u3044\u3046\u6a5f\u68b0\u3067\u78ba\u304b\u3081\u3089\u308c\u308b\u6750\u6599\u3092\u5148\u306b\u5f53\u3066\u308b\u3053\u3068\u3067\u6e1b\u3089\u305b\u307e\u3059\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u7814\u7a76\u8005\u306e\u6c0f\u540d\u3068\u6240\u5c5e\u3001\u51fa\u7248\u524d\u306e\u8ad6\u6587\u306e\u984c\u540d\u3068\u539f\u7a3f\u756a\u53f7\u3001\u7814\u7a76\u8cbb\u306e\u4e88\u7b97\u306e\u756a\u53f7\u3001\u51fa\u7248\u793e\u3078\u306e\u652f\u6255\u306e\u91d1\u984d\u3067\u3059\u3002**\u51fa\u7248\u524d\u306e\u8ad6\u6587\u306e\u984c\u540d\u306f\u3001\u7814\u7a76\u306e\u5185\u5bb9\u3092\u63a8\u3057\u91cf\u308c\u308b\u60c5\u5831\u3067\u3059\u3002**\n\n1. **\u51fa\u7248\u524d\u306e\u8ad6\u6587\u306e\u60c5\u5831\u3092\u5916\u3078\u5e83\u3052\u306a\u3044** \u2026 \u751f\u6210AI\u306b\u6e21\u3059\u306e\u306f\u3001\u8a8c\u540d\u306e\u5bfe\u5fdc\u306b\u306f\u8a8c\u540d\u3060\u3051\u3001\u8457\u8005\u306e\u5019\u88dc\u306b\u306f\u6c0f\u540d\u3068\u540d\u7c3f\u306e\u629c\u7c8b\u3060\u3051\u3001\u7167\u4f1a\u306e\u4e0b\u66f8\u304d\u306b\u306f\u4fdd\u7559\u306e\u8ad6\u6587\u306e\u884c\u3060\u3051\u3067\u3059\u3002**\u8ad6\u6587\u306e\u984c\u540d\u306f\u7167\u4f1a\u306e\u4e0b\u66f8\u304d\u306b\u8981\u308b\u3068\u304d\u3060\u3051\u6e21\u3057\u307e\u3059**\n2. **\u53d7\u3051\u53d6\u308a\u306e\u5834\u6240\u306e\u6a29\u9650\u3092\u7d5e\u308b** \u2026 S3 \u306e\u5834\u6240\u306f\u7d4c\u7406\u8ab2\u3068\u56f3\u66f8\u9928\u306e\u62c5\u5f53\u3001\u51e6\u7406\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3060\u3051\u304c\u8aad\u3081\u308b\u3088\u3046\u306b\u3057\u3001**\u7d50\u679c\u306f KMSKeyId \u3092\u6307\u5b9a\u3057\u305f\u6697\u53f7\u5316\u3067\u4fdd\u5b58\u3057\u307e\u3059**\n3. **\u540d\u7c3f\u306e\u5168\u4f53\u3092\u6e21\u3055\u306a\u3044** \u2026 \u59d3\u304b\u982d\u6587\u5b57\u3067\u7d5e\u3063\u305f\u629c\u7c8b\u3060\u3051\u3092\u6e21\u3057\u307e\u3059\n4. **\u652f\u6255\u3082\u7167\u4f1a\u3082\u81ea\u52d5\u3067\u9032\u3081\u306a\u3044** \u2026 \u4e00\u6b21\u5224\u5b9a\u306f\u5019\u88dc\u3067\u3001\u7167\u4f1a\u306f\u4e0b\u66f8\u304d\u307e\u3067\u3067\u3059\u3002**\u7814\u7a76\u8005\u306b\u77e5\u3089\u305b\u305a\u306b\u51fa\u7248\u793e\u3078\u7167\u4f1a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044**\n5. **\u7814\u7a76\u8cbb\u306e\u4f7f\u3044\u65b9\u306e\u5224\u65ad\u306b\u4f7f\u308f\u306a\u3044** \u2026 \u3069\u306e\u7814\u7a76\u8cbb\u304b\u3089\u6255\u3048\u308b\u304b\u3001\u5951\u7d04\u306e\u5bfe\u8c61\u304b\u306e\u6700\u7d42\u306e\u5224\u65ad\u306f\u3001**\u7d4c\u7406\u3068\u56f3\u66f8\u9928\u306e\u8cac\u4efb\u8005\u304c\u6c7a\u3081\u307e\u3059**\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u5951\u7d04\u3067\u7cbe\u7b97\u3055\u308c\u308b\u306f\u305a\u306e\u8ad6\u6587\u306b\u7814\u7a76\u8cbb\u304b\u3089\u6255\u3046\u3053\u3068\u3068\u3001\u6255\u3063\u3066\u3088\u3044\u8acb\u6c42\u3092\u4fdd\u7559\u306b\u3057\u3066\u7814\u7a76\u8005\u306e\u8ad6\u6587\u306e\u516c\u958b\u3092\u9045\u3089\u305b\u308b\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f3\u3064\u306e\u6761\u4ef6\u3092\u898f\u5247\u3067\u5f53\u3066\u308b\u3053\u3068\u3067\u3001\u5f8c\u8005\u306f\u4fdd\u7559\u306e\u7406\u7531\u3068\u6839\u62e0\u3092\u4e00\u89a7\u3067\u793a\u3057\u3001\u62c5\u5f53\u8005\u304c\u3059\u3050\u306b\u89e3\u3051\u308b\u3088\u3046\u306b\u3059\u308b\u3053\u3068\u3067\u9632\u304e\u307e\u3059\u3002","recommended_for":"\u7814\u7a76\u8005\u304c\u6d77\u5916\u306e\u5b66\u8853\u8a8c\u306b\u8ad6\u6587\u3092\u591a\u304f\u51fa\u3057\u3001\u8907\u6570\u306e\u51fa\u7248\u793e\u3068\u8ee2\u63db\u5951\u7d04\u3084\u5272\u5f15\u306e\u5951\u7d04\u3092\u7d50\u3093\u3067\u3044\u308b\u5927\u5b66\u30fb\u7814\u7a76\u6a5f\u95a2\u3002APC\u306e\u8acb\u6c42\u66f8\u304c\u51fa\u7248\u793e\u3054\u3068\u306b\u9055\u3046\u66f8\u5f0f\u306e\u82f1\u6587\u306ePDF\u3067\u5c4a\u304d\u3001\u7d4c\u7406\u3068\u56f3\u66f8\u9928\u306e\u62c5\u5f53\u8005\u304c\u5951\u7d04\u306e\u5bfe\u8c61\u304b\u3069\u3046\u304b\u3001\u5272\u5f15\u304c\u4ed8\u3044\u3066\u3044\u308b\u304b\u30921\u4ef6\u305a\u3064\u5951\u7d04\u66f8\u3068\u7167\u3089\u3057\u3066\u3044\u308b\u5834\u5408\u3002\u5951\u7d04\u3067\u7cbe\u7b97\u3055\u308c\u308b\u306f\u305a\u306e\u8ad6\u6587\u306b\u7814\u7a76\u8cbb\u304b\u3089\u6255\u3063\u3066\u3057\u307e\u3046\u3001\u5272\u5f15\u306e\u4ed8\u3051\u6f0f\u308c\u306b\u6c17\u3065\u304b\u306a\u3044\u3001\u3068\u3044\u3063\u305f\u3053\u3068\u304c\u8d77\u304d\u3066\u3044\u308b\u5834\u5408\u3002","not_recommended_for":"APC\u306e\u8acb\u6c42\u304c\u307b\u307c\u51fa\u7248\u793e\u306e\u7ba1\u7406\u753b\u9762\u3067\u306e\u4e00\u62ec\u306e\u7cbe\u7b97\u306b\u79fb\u3063\u3066\u3044\u3066\u3001\u500b\u5225\u306e\u8acb\u6c42\u66f8\u304c\u307b\u3068\u3093\u3069\u5c4a\u304b\u306a\u3044\u5834\u5408\u3002\u8ad6\u6587\u306e\u6570\u304c\u5c11\u306a\u304f\u3001\u6708\u306b\u6570\u4ef6\u306e\u8acb\u6c42\u66f8\u3092\u76ee\u3067\u898b\u308c\u3070\u8db3\u308a\u308b\u5834\u5408\u3002\u8acb\u6c42\u66f8\u304c\u65e5\u672c\u8a9e\u3067\u5c4a\u304f\u56fd\u5185\u306e\u5b66\u4f1a\u8a8c\u304c\u4e2d\u5fc3\u306e\u5834\u5408\uff08\u3053\u306e\u69cb\u6210\u3067\u4f7f\u3046\u8aad\u307f\u53d6\u308a\u306e\u30b5\u30fc\u30d3\u30b9\u306f\u82f1\u8a9e\u306a\u30696\u8a00\u8a9e\u306b\u5bfe\u5fdc\u3057\u307e\u3059\uff09\u3002\u306a\u304a\u3001\u3069\u306e\u7814\u7a76\u8cbb\u304b\u3089\u652f\u6255\u3048\u308b\u304b\u3001\u5951\u7d04\u306e\u5bfe\u8c61\u304b\u3069\u3046\u304b\u306e\u6700\u7d42\u306e\u5224\u65ad\u3001\u51fa\u7248\u793e\u3078\u652f\u6255\u3044\u3092\u62d2\u3080\u304b\u306f\u3001\u7d4c\u7406\u3068\u56f3\u66f8\u9928\u306e\u8cac\u4efb\u8005\u304c\u6c7a\u3081\u307e\u3059\u3002\u3053\u306e\u69cb\u6210\u306f\u4e00\u6b21\u5224\u5b9a\u306e\u5019\u88dc\u3092\u6319\u3052\u308b\u307e\u3067\u3067\u3059\u3002","first_step":"**1\u9031\u76ee\uff1a\u5951\u7d04\u6761\u4ef6\u306e\u4e00\u89a7\u306b2\u3064\u306e\u5217\u3092\u8db3\u3059**\n\n\u56f3\u66f8\u9928\u3068\u4e00\u7dd2\u306b\u3001\u5951\u7d04\u6761\u4ef6\u306e\u4e00\u89a7\u306b**\u5bfe\u8c61\u8a8c\u306e ISSN \u306e\u5217\u3068\u3001\u5bfe\u8c61\u306e\u8ad6\u6587\u306e\u7a2e\u985e\u306e\u5217**\u3092\u8db3\u3057\u307e\u3059\u30025\u793e\u3059\u3079\u3066\u3092\u4e00\u5ea6\u306b\u57cb\u3081\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002**\u8acb\u6c42\u66f8\u306e\u591a\u3044\u51fa\u7248\u793e\u304b\u3089\u57cb\u3081\u307e\u3059\u3002**\n\n**2\u9031\u76ee\uff1a15\u4ef6\u3067\u8aad\u307f\u53d6\u308a\u3092\u8a66\u3059**\n\n\u51fa\u7248\u793e\u306e\u9055\u304615\u4ef6\u306e\u8acb\u6c42\u66f8\u3092\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u8aad\u307f\u53d6\u308a\u3001\u5f53\u6642\u306e\u5024\u3068\u4e26\u3079\u307e\u3059\u3002**\u5951\u7d04\u306e\u5bfe\u8c61\u3060\u3063\u305f\u8acb\u6c42\u66f8\u3067\u3001\u8a8c\u540d\u30fb\u8cac\u4efb\u8457\u8005\u30fb\u8ad6\u6587\u306e\u7a2e\u985e\u304c\u53d6\u308c\u308b\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u7814\u7a76\u8005\u306e\u540d\u7c3f\u306b\u30ed\u30fc\u30de\u5b57\u306e\u8868\u8a18\u3092\u8db3\u3059**\n\nAPC\u306e\u7533\u8acb\u306e\u591a\u3044\u5b66\u90e8\u304b\u3089\u3001**\u8ad6\u6587\u3067\u4f7f\u3063\u3066\u3044\u308b\u30ed\u30fc\u30de\u5b57\u306e\u6c0f\u540d\u3068\u65e7\u59d3**\u3092\u540d\u7c3f\u306b\u8db3\u3057\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u8aad\u307f\u53d6\u308a\u3068\u5951\u7d04\u306e\u7167\u5408\u3092\u3064\u306a\u3050**\n\n\u7533\u8acb\u306e\u53d7\u4ed8\u3092\u8d77\u70b9\u306b\u8aad\u307f\u53d6\u308a\u3001\u5951\u7d04\u6761\u4ef6\u306e\u4e00\u89a7\u3068\u540d\u7c3f\u3092\u5f15\u304f\u3068\u3053\u308d\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u4e00\u6b21\u5224\u5b9a\u3092\u51fa\u3055\u305a\u30013\u3064\u306e\u6761\u4ef6\u306e yes\uff0fno\uff0funknown \u3060\u3051\u3092\u898b\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u5272\u5f15\u7387\u306e\u6bd4\u8f03\u3001\u7533\u8acb\u3068\u652f\u6255\u6e08\u307f\u306e\u7167\u5408\u3092\u8db3\u3057\u3001`verdict` \u3092\u51fa\u3057\u307e\u3059\u3002`needs_human` \u306e\u4ef6\u6570\u3092\u6bce\u9031\u6570\u3048\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u7167\u4f1a\u306e\u4e0b\u66f8\u304d\u3092\u8db3\u3057\u30011\u4ef630\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u51fa\u7248\u793e\u3054\u3068\u306e\u4fdd\u7559\u306e\u63a8\u79fb\u3092\u56f3\u66f8\u9928\u304c\u5951\u7d04\u306e\u898b\u76f4\u3057\u306b\u4f7f\u3044\u59cb\u3081\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0323","UC-0410","UC-1373","UC-0509"],"related_articles":[{"id":7597,"slug":"ai-ocr-kami-data-ka","title":"AI-OCR\u3067\u7d19\u306e\u66f8\u985e\u3092\u30c7\u30fc\u30bf\u306b\u3059\u308b5\u6761\u4ef6\uff5c\u8aad\u307f\u53d6\u308a\u7cbe\u5ea6\u306e\u6c7a\u307e\u308a\u65b9"},{"id":5223,"slug":"kaigai-kokoku-shohizei","title":"\u6d77\u5916\u306e\u5e83\u544a\u8cbb\u306f\u6d88\u8cbb\u7a0e\u304c\u9055\u3046\uff5c\u7d4c\u7406\u3067\u6b62\u307e\u3089\u306a\u3044\u5099\u3048"},{"id":4643,"slug":"hikaku-kento-makeru","title":"\u6bd4\u8f03\u691c\u8a0e\u3067\u8ca0\u3051\u308b\u539f\u56e0\u306f\u60c5\u5831\u4e0d\u8db3\uff5c\u9078\u5b9a\u8868\u306b\u8f09\u308b\u6e96\u5099"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| \u5bfe\u5fdc\u3059\u308b\u5f62\u5f0f\u304c JPEG\u30fbPNG\u30fbPDF\u30fbTIFF \u3067 XFA \u306e\u5f62\u5f0f\u306ePDF\u306f\u6271\u3048\u306a\u3044\u3053\u3068\u3002\u975e\u540c\u671f\u306e\u51e6\u7406\u306fPDF\u304c500MB\u30fb3,000\u30da\u30fc\u30b8\u307e\u3067\u3067\u3042\u308b\u3053\u3068\u3002\u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305fPDF\u306f\u6271\u3048\u306a\u3044\u3053\u3068\u3002\u5bfe\u5fdc\u8a00\u8a9e\u304c\u82f1\u8a9e\u30fb\u30d5\u30e9\u30f3\u30b9\u8a9e\u30fb\u30c9\u30a4\u30c4\u8a9e\u30fb\u30a4\u30bf\u30ea\u30a2\u8a9e\u30fb\u30dd\u30eb\u30c8\u30ac\u30eb\u8a9e\u30fb\u30b9\u30da\u30a4\u30f3\u8a9e\u3067\u3042\u308b\u3053\u3068\u3002\u554f\u3044\u5408\u308f\u305b\u306f\u82f1\u8a9e\u306e\u6587\u66f8\u3060\u3051\u3067\u3001\u975e\u540c\u671f\u30671\u30da\u30fc\u30b830\u4ef6\u307e\u3067\u3067\u3042\u308b\u3053\u3068 | [AWS: Set Quotas in Amazon Textract](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/limits-document.html) | 2026-10-14 |\n| \u8acb\u6c42\u66f8\u306e\u8aad\u307f\u53d6\u308a\u304c\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u306a\u3057\u306b\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3057\u3001\u547c\u3073\u65b9\u306e\u9055\u3046\u9805\u76ee\u3092 `INVOICE_RECEIPT_ID` \u306a\u3069\u306e\u6a19\u6e96\u306e\u540d\u524d\u306b\u305d\u308d\u3048\u308b\u3053\u3068\u3002\u6a19\u6e96\u306e\u9805\u76ee\u306b `VENDOR_NAME`\u30fb`RECEIVER_NAME`\u30fb`DUE_DATE`\u30fb`TOTAL`\u30fb`SUBTOTAL`\u30fb`TAX`\u30fb`DISCOUNT`\u30fb`AMOUNT_DUE`\u30fb`ITEM`\u30fb`PRICE` \u306a\u3069\u304c\u3042\u308b\u3053\u3068\u3002`LabelDetection`\u30fb`ValueDetection`\u30fb\u4fe1\u983c\u5ea6\u30fb`ExpenseIndex` \u304c\u8fd4\u308b\u3053\u3068 | [AWS: Analyzing Invoices and Receipts](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/invoices-receipts.html) | 2026-10-14 |\n| StartExpenseAnalysis \u304c JPEG\u30fbPNG\u30fbPDF \u3092\u6271\u3044\u3001S3 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outputs](https:\/\/platform.claude.com\/docs\/en\/build-with-claude\/structured-outputs) | 2026-10-14 |\n| \u8ee2\u63db\u5951\u7d04\u304c\u51fa\u7248\u793e\u3078\u306e\u652f\u6255\u3092\u8cfc\u8aad\u6599\u304b\u3089\u30aa\u30fc\u30d7\u30f3\u30a2\u30af\u30bb\u30b9\u306e\u51fa\u7248\u6599\u306b\u79fb\u3059\u3053\u3068\u3092\u610f\u56f3\u3057\u305f\u3082\u306e\u3067\u3042\u308b\u3053\u3068\u3002\u8cfc\u8aad\u5951\u7d04\u306bOA\u3067\u51fa\u7248\u3067\u304d\u308b\u6a29\u5229\u3092\u52a0\u3048\u305f Read & Publish \u306e\u5951\u7d04\u304c\u3042\u308b\u3053\u3068\u3002\u51fa\u7248\u793e\u306b\u3088\u3063\u3066APC\u306e\u5272\u5f15\u3092\u9069\u7528\u3059\u308b\u63d0\u6848\u304c\u3042\u308b\u3053\u3068 | [\u56fd\u7acb\u56fd\u4f1a\u56f3\u66f8\u9928 \u30ab\u30ec\u30f3\u30c8\u30a2\u30a6\u30a7\u30a2\u30cd\u30b9: CA2064 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