{"id":93886,"topic":"ai","source":"生物通","title":"企业人工智能技术能力与会计信息可比性：基于中国A股上市公司的实证研究 - 生物通","url":"https://www.ebiotrade.com/newsf/2026-10/20261001060423079.htm","url_hash":"9c0dbd78df66c4f40325ab8f4d54d8a5dc80af4f","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMibkFVX3lxTFB0QzBQMU4wRHJZWWpyRlNJZ1EzeXItVkpXNzJfUjRoQ0JSN1k4Z2VBckt0NlNlSmh5ZHZ6X1JzeU5lZmVTUnc4NnlSdDNIdnlFOWRRR1AwRTQ0QVZGQ2VyOWNfLWFaQjVha19IaWVR?oc=5\" target=\"_blank\">企业人工智能技术能力与会计信息可比性：基于中国A股上市公司的实证研究</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">生物通</font>","content":"ÆóÒµÈ˹¤ÖÇÄܼ¼ÊõÄÜÁ¦Óë»á¼ÆÐÅÏ¢¿É±ÈÐÔ£º»ùÓÚÖйúA¹ÉÉÏÊй«Ë¾µÄʵ֤Ñо¿\n¡¶Scientific Reports¡·£ºcorporate artificial intelligence activity and accounting information comparability: evidence from CEO generational differences\n¡¾×ÖÌ壺 ´ó ÖРС ¡¿ ʱ¼ä£º2026Äê10ÔÂ01ÈÕ À´Ô´£ºScientific Reports 4.9\n±à¼ÍƼö£º\n¡¡¡¡ ÕªÒª»á¼ÆÐÅÏ¢¿É±ÈÐÔ²»½ö·´Ó³Á˹²Í¬µÄ»á¼Æ×¼Ôò£¬»¹·´Ó³ÁËÆóÒµ½«¾¼Ãʼþת»¯Îª»á¼Æ½á¹ûµÄÐÅÏ¢Éú²úÁ÷³Ì¡£ÀûÓà 2012 ÄêÖÁ 2022 Äê¼ä 12,355 ¸öÖйú·Ç½ðÈÚÀà A ¹ÉÉÏÊй«Ë¾µÄ¹«Ë¾ - Äê¶È¹Û²âÖµ£¬ÎÒÃǼìÑéÁËÆóÒµÈ˹¤ÖÇÄܻÓë»á¼ÆÐÅÏ¢¿É±ÈÐÔÖ®¼äµÄ¹Øϵ¡£ÎÒÃǵÄÖ÷Òª½âÊͱäÁ¿ÊÇ\n»á¼ÆÐÅÏ¢¿É±ÈÐÔ²»½ö·´Ó³Á˹²Í¬µÄ»á¼Æ×¼Ôò£¬»¹·´Ó³ÁËÆóÒµ½«¾¼Ãʼþת»¯Îª»á¼Æ½á¹ûµÄÐÅÏ¢Éú²úÁ÷³Ì¡£ÀûÓà 2012 ÄêÖÁ 2022 Äê¼ä 12,355 ¸öÖйú·Ç½ðÈÚÀà A ¹ÉÉÏÊй«Ë¾µÄ¹«Ë¾ - Äê¶È¹Û²âÖµ£¬ÎÒÃǼìÑéÁËÆóÒµÈ˹¤ÖÇÄܻÓë»á¼ÆÐÅÏ¢¿É±ÈÐÔÖ®¼äµÄ¹Øϵ¡£ÎÒÃǵÄÖ÷Òª½âÊͱäÁ¿ÊÇ»ùÓÚרÀû·ÖÀàºÅʶ±ðµÄ ln(1 + È˹¤ÖÇÄÜרÀûÉêÇëÊý) µÄÖͺóÒ»ÆÚ±ê×¼»¯Ö¸±ê£¬¸ÃÖ¸±ê·´Ó³ÁËÆóÒµ¿ÉÑéÖ¤µÄÈ˹¤ÖÇÄܼ¼ÊõÄÜÁ¦¡£È˹¤ÖÇÄÜÄÜÁ¦¸üÇ¿µÄÆóÒµ±íÏÖ³ö¸ü¸ßµÄ»á¼ÆÐÅÏ¢¿É±ÈÐÔ¡£»úÖƼìÑé±íÃ÷£¬ÔçÆÚµÄÈ˹¤ÖÇÄܻ°éËæןüÇ¿µÄÄÚ²¿¿ØÖƺ͸üµÍµÄÓ¯Óà¹ÜÀí£¬ÕâÁ½Õ߶¼Óë¸ü¸ßµÄ¿É±ÈÐÔÏà¹Ø¡£Ê×ϯִÐйٵijöÉú´ú¼Ê½øÒ»²½Ó°ÏìÁ˼¼ÊõÄÜÁ¦µÄ×é֯ת»¯£ºÔÚ 1970 Äê¼°ÒÔºó³öÉúµÄÊ×ϯִÐйÙÁìµ¼µÄÆóÒµÖУ¬È˹¤ÖÇÄܵÄЧӦ¸üΪÏÔÖø¡£ÎªÁËÆÀ¹À»ùÓÚרÀûµÄ¶ÈÁ¿µÄ¹¹ÄîЧ¶È£¬ÎÒÃÇ×ÛºÏÁËÀ´×ÔÓë»á¼ÆÐÅÏ¢Éú²úÏà¹ØµÄרÀû¡¢È˹¤ÖÇÄÜÏà¹ØÈíÓ²¼þͶ×Ê£¬ÒÔ¼°¹ÜÀí²ãÌÖÂÛÓë·ÖÎö£¨MD&A£©ºÍÄê¶È±¨¸æÖеÄÈ˹¤ÖÇÄÜÐźŵĶàÖØÖ¤¾Ý¡£µ±ÆóÒµ×ö³ö¸üÃ÷È·µÄÈ˹¤ÖÇÄÜÏà¹Ø×ÊÔ´³Ðŵ²¢±íÏÖ³ö¶ÔÈ˹¤ÖÇÄܸü´óµÄ×éÖ¯¹Øעʱ£¬È˹¤ÖÇÄÜÄÜÁ¦Óë¿É±ÈÐÔÖ®¼äµÄ¹Øϵ¸üÇ¿¡£ÔÚ·ÖÎöʦ¹Ø×¢¶È¸ü¸ßÇÒÄÚ²¿Ðµ÷ÐèÇó¸ü´óµÄÆóÒµÖУ¬Ð§Ó¦¸üΪÏÔÖø£¬Õâ½øÒ»²½±íÃ÷Á˶ԿɱÈÐÅÏ¢µÄÍⲿÐèÇóºÍÄÚ²¿ÐÅÏ¢´¦ÀíÐèÇóËù·¢»ÓµÄ×÷Óá£Ö÷Òª·¢ÏÖ¶ÔÓÚÌæ´ú¶ÈÁ¿¡¢Ë«ÖØ»úÆ÷ѧϰ¡¢Õþ²ß±©Â¶¹¤¾ß±äÁ¿Éè¼ÆºÍìØƽºâÊÇÎȽ¡µÄ¡£×ÜÌå¶øÑÔ£¬Ö¤¾ÝÏÔʾÁËÈ˹¤ÖÇÄܼ¼ÊõÄÜÁ¦ÈçºÎͨ¹ýÐÅÏ¢Éú²ú¡¢×é֯ǶÈëºÍ¹ÜÀí²ãÓ°Ïìת»¯Îª¸ü¾ß¿É±ÈÐԵĻá¼ÆÐÅÏ¢¡£","image_url":null,"lang":"zh","published_at":"2026-10-01T00:20:33+00:00","fetched_at":"2026-10-01T01:15:07+00:00","status":"read","starred":0,"extract_state":"ok","summary_auto":"ÆóÒµÈ˹¤ÖÇÄܼ¼ÊõÄÜÁ¦Óë»á¼ÆÐÅÏ¢¿É±ÈÐÔ£º»ùÓÚÖйúA¹ÉÉÏÊй«Ë¾µÄʵ֤Ñо¿\n¡¶Scientific Reports¡·£ºcorporate artificial intelligence activity and accounting information comparability: evidence from CEO generational differences\n¡¾×ÖÌ壺 ´ó ÖРС ¡¿ ʱ¼ä£º2026Äê10ÔÂ01ÈÕ À´Ô´£ºScientific Reports 4.9\n±à¼ÍƼö£º\n¡¡¡¡ ÕªÒª»á¼ÆÐÅÏ¢¿É±ÈÐÔ²»½ö·´Ó³Á˹²Í¬µÄ»á¼Æ×¼Ôò£¬»¹·´Ó³ÁËÆóÒµ½«¾¼Ãʼþת»¯Îª»á¼Æ½á¹ûµÄÐÅÏ¢Éú²úÁ÷³Ì¡£ÀûÓà 2012 ÄêÖÁ 2022 Äê¼ä 12,355 ¸öÖйú·Ç½ðÈÚÀà A ¹ÉÉÏÊй«Ë¾µÄ¹«Ë¾ - Äê¶È¹Û²âÖµ£¬ÎÒÃǼìÑéÁËÆóÒµÈ˹¤ÖÇÄܻÓë»á¼ÆÐÅÏ¢¿É±ÈÐÔÖ®¼äµÄ¹Øϵ¡£ÎÒÃǵÄÖ÷Òª½âÊͱäÁ¿ÊÇ\n»á¼ÆÐÅÏ¢¿É±ÈÐÔ²»½ö·´Ó³Á˹²Í¬µÄ»á¼Æ×¼Ôò£¬»¹·´Ó³ÁËÆóÒµ½«¾¼Ãʼþת»¯Îª»á¼Æ½á¹ûµÄÐÅÏ¢Éú²úÁ÷³Ì¡£ÀûÓà 2012 ÄêÖÁ 2022 Äê¼ä 12,355 ¸öÖйú·Ç½ðÈÚÀà A ¹ÉÉÏÊй«Ë¾µÄ¹«Ë¾ - Äê¶È¹Û²âÖµ£¬ÎÒÃǼìÑéÁËÆóÒµÈ˹¤ÖÇÄܻÓë»á¼ÆÐÅÏ¢¿É±ÈÐÔÖ®¼äµÄ¹Øϵ¡£ÎÒÃǵÄÖ÷Òª½âÊͱäÁ¿ÊÇ»ùÓÚרÀû·ÖÀàºÅʶ±ðµÄ ln(1 + È˹¤ÖÇÄÜרÀûÉêÇëÊý) µÄÖͺóÒ»ÆÚ±ê×¼»¯Ö¸±ê£¬¸ÃÖ¸±ê·´Ó³ÁËÆóÒµ¿ÉÑéÖ¤µÄÈ˹¤ÖÇÄܼ¼ÊõÄÜÁ¦¡£È˹¤ÖÇÄÜÄÜÁ¦¸üÇ¿µÄÆóÒµ±íÏÖ³ö¸ü¸ßµÄ»á¼ÆÐÅÏ¢¿É±ÈÐÔ¡£»úÖƼìÑé±íÃ÷£¬ÔçÆÚµÄÈ˹¤ÖÇÄܻ°éËæןüÇ¿µÄÄÚ²¿¿ØÖƺ͸üµÍµÄÓ¯Óà¹ÜÀí£¬ÕâÁ½Õ߶¼Óë¸ü¸ßµÄ¿É±ÈÐÔÏà¹Ø¡£Ê×ϯִÐйٵijöÉú´ú¼Ê½øÒ»²½Ó°ÏìÁ˼¼ÊõÄÜÁ¦µÄ×é֯ת»¯£ºÔÚ 1970 Äê¼°ÒÔºó³öÉúµÄÊ×ϯִÐйÙÁìµ¼µÄÆóÒµÖУ¬È˹¤ÖÇÄܵÄЧӦ¸üΪÏÔÖø¡£ÎªÁËÆÀ¹À»ùÓÚרÀûµÄ¶ÈÁ¿µÄ¹¹ÄîЧ¶È£¬ÎÒÃÇ×ÛºÏÁËÀ´×ÔÓë»á¼ÆÐÅÏ¢Éú²úÏà¹ØµÄרÀû¡¢È˹¤ÖÇÄÜÏà¹ØÈíÓ²¼þͶ×Ê£¬ÒÔ¼°¹ÜÀí²ãÌÖÂÛÓë·ÖÎö£¨MD&A£©ºÍÄê¶È±¨¸æÖеÄÈ˹¤ÖÇÄÜÐźŵĶàÖØÖ¤¾Ý¡£µ±ÆóÒµ×ö³ö¸üÃ÷È·µÄÈ˹¤ÖÇÄÜÏà¹Ø×ÊÔ´³Ðŵ²¢±íÏÖ³ö¶ÔÈ˹¤ÖÇÄܸü´óµÄ×éÖ¯¹Øעʱ£¬È˹¤ÖÇÄÜÄÜÁ¦Óë¿É±ÈÐÔÖ®¼äµÄ¹Øϵ¸üÇ¿¡£ÔÚ·ÖÎöʦ¹Ø×¢¶È¸ü¸ßÇÒÄÚ²¿Ðµ÷ÐèÇó¸ü´óµÄÆóÒµÖУ¬Ð§Ó¦¸üΪÏÔÖø£¬Õâ½øÒ»²½±íÃ÷Á˶ԿɱÈÐÅÏ¢µÄÍⲿÐèÇóºÍÄÚ²¿ÐÅÏ¢´¦ÀíÐèÇóËù·¢»ÓµÄ×÷Óá£Ö÷Òª·¢ÏÖ¶ÔÓÚÌæ´ú¶ÈÁ¿¡¢Ë«ÖØ»úÆ÷ѧϰ¡¢Õþ²ß±©Â¶¹¤¾ß±äÁ¿Éè¼ÆºÍìØƽºâÊÇÎȽ¡µÄ¡£×ÜÌå¶øÑÔ£¬Ö¤¾ÝÏÔʾÁËÈ˹¤ÖÇÄܼ¼ÊõÄÜÁ¦ÈçºÎͨ¹ýÐÅÏ¢Éú²ú¡¢×é֯ǶÈëºÍ¹ÜÀí²ãÓ°Ïìת»¯Îª¸ü¾ß¿É±ÈÐԵĻá¼ÆÐÅÏ¢¡£","cluster_id":null,"extract_retries":0,"extract_error":null,"contract_version":"news_item.v1","format_contract_version":"news_item_formats.v1","dedup_url":"https://www.ebiotrade.com/newsf/2026-10/20261001060423079.htm","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 1758 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":1758,"summary_length":1758,"usable_text_length":1758,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":1758,"summary_length":1758}},"news_item":{"id":93886,"canonical_url":"https://www.ebiotrade.com/newsf/2026-10/20261001060423079.htm","source_url":"https://www.ebiotrade.com/newsf/2026-10/20261001060423079.htm","title":"企业人工智能技术能力与会计信息可比性：基于中国A股上市公司的实证研究 - 生物通","source_name":"生物通","author":null,"published_at":"2026-10-01T00:20:33+00:00","locale":"zh","topic":"ai","tags":[],"rss_summary":"<a href=\"https://news.google.com/rss/articles/CBMibkFVX3lxTFB0QzBQMU4wRHJZWWpyRlNJZ1EzeXItVkpXNzJfUjRoQ0JSN1k4Z2VBckt0NlNlSmh5ZHZ6X1JzeU5lZmVTUnc4NnlSdDNIdnlFOWRRR1AwRTQ0QVZGQ2VyOWNfLWFaQjVha19IaWVR?oc=5\" target=\"_blank\">企业人工智能技术能力与会计信息可比性：基于中国A股上市公司的实证研究</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">生物通</font>","full_text":"ÆóÒµÈ˹¤ÖÇÄܼ¼ÊõÄÜÁ¦Óë»á¼ÆÐÅÏ¢¿É±ÈÐÔ£º»ùÓÚÖйúA¹ÉÉÏÊй«Ë¾µÄʵ֤Ñо¿\n¡¶Scientific Reports¡·£ºcorporate artificial intelligence activity and accounting information comparability: evidence from CEO generational differences\n¡¾×ÖÌ壺 ´ó ÖРС ¡¿ ʱ¼ä£º2026Äê10ÔÂ01ÈÕ À´Ô´£ºScientific Reports 4.9\n±à¼ÍƼö£º\n¡¡¡¡ ÕªÒª»á¼ÆÐÅÏ¢¿É±ÈÐÔ²»½ö·´Ó³Á˹²Í¬µÄ»á¼Æ×¼Ôò£¬»¹·´Ó³ÁËÆóÒµ½«¾¼Ãʼþת»¯Îª»á¼Æ½á¹ûµÄÐÅÏ¢Éú²úÁ÷³Ì¡£ÀûÓà 2012 ÄêÖÁ 2022 Äê¼ä 12,355 ¸öÖйú·Ç½ðÈÚÀà A ¹ÉÉÏÊй«Ë¾µÄ¹«Ë¾ - Äê¶È¹Û²âÖµ£¬ÎÒÃǼìÑéÁËÆóÒµÈ˹¤ÖÇÄܻÓë»á¼ÆÐÅÏ¢¿É±ÈÐÔÖ®¼äµÄ¹Øϵ¡£ÎÒÃǵÄÖ÷Òª½âÊͱäÁ¿ÊÇ\n»á¼ÆÐÅÏ¢¿É±ÈÐÔ²»½ö·´Ó³Á˹²Í¬µÄ»á¼Æ×¼Ôò£¬»¹·´Ó³ÁËÆóÒµ½«¾¼Ãʼþת»¯Îª»á¼Æ½á¹ûµÄÐÅÏ¢Éú²úÁ÷³Ì¡£ÀûÓà 2012 ÄêÖÁ 2022 Äê¼ä 12,355 ¸öÖйú·Ç½ðÈÚÀà A ¹ÉÉÏÊй«Ë¾µÄ¹«Ë¾ - Äê¶È¹Û²âÖµ£¬ÎÒÃǼìÑéÁËÆóÒµÈ˹¤ÖÇÄܻÓë»á¼ÆÐÅÏ¢¿É±ÈÐÔÖ®¼äµÄ¹Øϵ¡£ÎÒÃǵÄÖ÷Òª½âÊͱäÁ¿ÊÇ»ùÓÚרÀû·ÖÀàºÅʶ±ðµÄ ln(1 + È˹¤ÖÇÄÜרÀûÉêÇëÊý) µÄÖͺóÒ»ÆÚ±ê×¼»¯Ö¸±ê£¬¸ÃÖ¸±ê·´Ó³ÁËÆóÒµ¿ÉÑéÖ¤µÄÈ˹¤ÖÇÄܼ¼ÊõÄÜÁ¦¡£È˹¤ÖÇÄÜÄÜÁ¦¸üÇ¿µÄÆóÒµ±íÏÖ³ö¸ü¸ßµÄ»á¼ÆÐÅÏ¢¿É±ÈÐÔ¡£»úÖƼìÑé±íÃ÷£¬ÔçÆÚµÄÈ˹¤ÖÇÄܻ°éËæןüÇ¿µÄÄÚ²¿¿ØÖƺ͸üµÍµÄÓ¯Óà¹ÜÀí£¬ÕâÁ½Õ߶¼Óë¸ü¸ßµÄ¿É±ÈÐÔÏà¹Ø¡£Ê×ϯִÐйٵijöÉú´ú¼Ê½øÒ»²½Ó°ÏìÁ˼¼ÊõÄÜÁ¦µÄ×é֯ת»¯£ºÔÚ 1970 Äê¼°ÒÔºó³öÉúµÄÊ×ϯִÐйÙÁìµ¼µÄÆóÒµÖУ¬È˹¤ÖÇÄܵÄЧӦ¸üΪÏÔÖø¡£ÎªÁËÆÀ¹À»ùÓÚרÀûµÄ¶ÈÁ¿µÄ¹¹ÄîЧ¶È£¬ÎÒÃÇ×ÛºÏÁËÀ´×ÔÓë»á¼ÆÐÅÏ¢Éú²úÏà¹ØµÄרÀû¡¢È˹¤ÖÇÄÜÏà¹ØÈíÓ²¼þͶ×Ê£¬ÒÔ¼°¹ÜÀí²ãÌÖÂÛÓë·ÖÎö£¨MD&A£©ºÍÄê¶È±¨¸æÖеÄÈ˹¤ÖÇÄÜÐźŵĶàÖØÖ¤¾Ý¡£µ±ÆóÒµ×ö³ö¸üÃ÷È·µÄÈ˹¤ÖÇÄÜÏà¹Ø×ÊÔ´³Ðŵ²¢±íÏÖ³ö¶ÔÈ˹¤ÖÇÄܸü´óµÄ×éÖ¯¹Øעʱ£¬È˹¤ÖÇÄÜÄÜÁ¦Óë¿É±ÈÐÔÖ®¼äµÄ¹Øϵ¸üÇ¿¡£ÔÚ·ÖÎöʦ¹Ø×¢¶È¸ü¸ßÇÒÄÚ²¿Ðµ÷ÐèÇó¸ü´óµÄÆóÒµÖУ¬Ð§Ó¦¸üΪÏÔÖø£¬Õâ½øÒ»²½±íÃ÷Á˶ԿɱÈÐÅÏ¢µÄÍⲿÐèÇóºÍÄÚ²¿ÐÅÏ¢´¦ÀíÐèÇóËù·¢»ÓµÄ×÷Óá£Ö÷Òª·¢ÏÖ¶ÔÓÚÌæ´ú¶ÈÁ¿¡¢Ë«ÖØ»úÆ÷ѧϰ¡¢Õþ²ß±©Â¶¹¤¾ß±äÁ¿Éè¼ÆºÍìØƽºâÊÇÎȽ¡µÄ¡£×ÜÌå¶øÑÔ£¬Ö¤¾ÝÏÔʾÁËÈ˹¤ÖÇÄܼ¼ÊõÄÜÁ¦ÈçºÎͨ¹ýÐÅÏ¢Éú²ú¡¢×é֯ǶÈëºÍ¹ÜÀí²ãÓ°Ïìת»¯Îª¸ü¾ß¿É±ÈÐԵĻá¼ÆÐÅÏ¢¡£","excerpt":"ÆóÒµÈ˹¤ÖÇÄܼ¼ÊõÄÜÁ¦Óë»á¼ÆÐÅÏ¢¿É±ÈÐÔ£º»ùÓÚÖйúA¹ÉÉÏÊй«Ë¾µÄʵ֤Ñо¿\n¡¶Scientific Reports¡·£ºcorporate artificial intelligence activity and accounting information comparability: evidence from CEO generational differences\n¡¾×ÖÌ壺 ´ó ÖРС ¡¿ ʱ¼ä£º2026Äê10ÔÂ01ÈÕ À´Ô´£ºScientific Reports 4.9\n±à¼ÍƼö£º\n¡¡¡¡ ÕªÒª»á¼ÆÐÅÏ¢¿É±ÈÐÔ²»½ö·´Ó³Á˹²Í¬µÄ»á¼Æ×¼Ôò£¬»¹·´Ó³ÁËÆóÒµ½«¾¼Ãʼþת»¯Îª»á¼Æ½á¹ûµÄÐÅÏ¢Éú²úÁ÷³Ì¡£ÀûÓà 2012 ÄêÖÁ 2022 Äê¼ä 12,355 ¸öÖйú·Ç½ðÈÚÀà A ¹ÉÉÏÊй«Ë¾µÄ¹«Ë¾ - Äê¶È¹Û²âÖµ£¬ÎÒÃǼìÑéÁËÆóÒµÈ˹¤ÖÇÄܻÓë»á¼ÆÐÅÏ¢¿É±ÈÐÔÖ®¼äµÄ¹Øϵ¡£ÎÒÃǵÄÖ÷Òª½âÊͱäÁ¿ÊÇ\n»á¼ÆÐÅÏ¢¿É±ÈÐÔ²»½ö·´Ó³Á˹²Í¬µÄ»á¼Æ×¼Ôò£¬»¹·´Ó³ÁËÆóÒµ½«¾¼Ãʼþת»¯Îª»á¼Æ½á¹ûµÄÐÅÏ¢Éú²úÁ÷³Ì¡£ÀûÓà 2012 ÄêÖÁ 2022 Äê¼ä 12,355 ¸öÖйú·Ç½ðÈÚÀà A ¹ÉÉÏÊй«Ë¾µÄ¹«Ë¾ - Äê¶È¹Û²âÖµ£¬ÎÒÃǼìÑéÁËÆóÒµÈ˹¤ÖÇÄܻÓë»á¼ÆÐÅÏ¢¿É±ÈÐÔÖ®¼äµÄ¹Øϵ¡£ÎÒÃǵÄÖ÷Òª½âÊͱäÁ¿ÊÇ»ùÓÚרÀû·ÖÀàºÅʶ±ðµÄ ln(1 + È˹¤ÖÇÄÜרÀûÉêÇëÊý) µÄÖͺóÒ»ÆÚ±ê×¼»¯Ö¸±ê£¬¸ÃÖ¸±ê·´Ó³ÁËÆóÒµ¿ÉÑéÖ¤µÄÈ˹¤ÖÇÄܼ¼ÊõÄÜÁ¦¡£È˹¤ÖÇÄÜÄÜÁ¦¸üÇ¿µÄÆóÒµ±íÏÖ³ö¸ü¸ßµÄ»á¼ÆÐÅÏ¢¿É±ÈÐÔ¡£»úÖƼìÑé±íÃ÷£¬ÔçÆÚµÄÈ˹¤ÖÇÄܻ°éËæןüÇ¿µÄÄÚ²¿¿ØÖƺ͸üµÍµÄÓ¯Óà¹ÜÀí£¬ÕâÁ½Õ߶¼Óë¸ü¸ßµÄ¿É±ÈÐÔÏà¹Ø¡£Ê×ϯִÐйٵijöÉú´ú¼Ê½øÒ»²½Ó°ÏìÁ˼¼ÊõÄÜÁ¦µÄ×é֯ת»¯£ºÔÚ 1970 Äê¼°ÒÔºó³öÉúµÄÊ×ϯִÐйÙÁìµ¼µÄÆóÒµÖУ¬È˹¤ÖÇÄܵÄЧӦ¸üΪÏÔÖø¡£ÎªÁËÆÀ¹À»ùÓÚרÀûµÄ¶ÈÁ¿µÄ¹¹ÄîЧ¶È£¬ÎÒÃÇ×ÛºÏÁËÀ´×ÔÓë»á¼ÆÐÅÏ¢Éú²úÏà¹ØµÄרÀû¡¢È˹¤ÖÇÄÜÏà¹ØÈíÓ²¼þͶ×Ê£¬ÒÔ¼°¹ÜÀí²ãÌÖÂÛÓë·ÖÎö£¨MD&A£©ºÍÄê¶È±¨¸æÖеÄÈ˹¤ÖÇÄÜÐźŵĶàÖØÖ¤¾Ý¡£µ±ÆóÒµ×ö³ö¸üÃ÷È·µÄÈ˹¤ÖÇÄÜÏà¹Ø×ÊÔ´³Ðŵ²¢±íÏÖ³ö¶ÔÈ˹¤ÖÇÄܸü´óµÄ×éÖ¯¹Øעʱ£¬È˹¤ÖÇÄÜÄÜÁ¦Óë¿É±ÈÐÔÖ®¼äµÄ¹Øϵ¸üÇ¿¡£ÔÚ·ÖÎöʦ¹Ø×¢¶È¸ü¸ßÇÒÄÚ²¿Ðµ÷ÐèÇó¸ü´óµÄÆóÒµÖУ¬Ð§Ó¦¸üΪÏÔÖø£¬Õâ½øÒ»²½±íÃ÷Á˶ԿɱÈÐÅÏ¢µÄÍⲿÐèÇóºÍÄÚ²¿ÐÅÏ¢´¦ÀíÐèÇóËù·¢»ÓµÄ×÷Óá£Ö÷Òª·¢ÏÖ¶ÔÓÚÌæ´ú¶ÈÁ¿¡¢Ë«ÖØ»úÆ÷ѧϰ¡¢Õþ²ß±©Â¶¹¤¾ß±äÁ¿Éè¼ÆºÍìØƽºâÊÇÎȽ¡µÄ¡£×ÜÌå¶øÑÔ£¬Ö¤¾ÝÏÔʾÁËÈ˹¤ÖÇÄܼ¼ÊõÄÜÁ¦ÈçºÎͨ¹ýÐÅÏ¢Éú²ú¡¢×é֯ǶÈëºÍ¹ÜÀí²ãÓ°Ïìת»¯Îª¸ü¾ß¿É±ÈÐԵĻá¼ÆÐÅÏ¢¡£","extraction":{"state":"ok","confidence":0.9,"error":null,"explanation":"High confidence: full text extraction produced 1758 characters.","diagnostics_url":"/api/diagnose?url=https%3A//www.ebiotrade.com/newsf/2026-10/20261001060423079.htm","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 1758 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":1758,"summary_length":1758,"usable_text_length":1758,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":1758,"summary_length":1758}}},"display_formats":["compact","card","full","digest_section","json"]},"daily_stack_record":{"title":"企业人工智能技术能力与会计信息可比性：基于中国A股上市公司的实证研究 - 生物通","url":"https://www.ebiotrade.com/newsf/2026-10/20261001060423079.htm","summary":"ÆóÒµÈ˹¤ÖÇÄܼ¼ÊõÄÜÁ¦Óë»á¼ÆÐÅÏ¢¿É±ÈÐÔ£º»ùÓÚÖйúA¹ÉÉÏÊй«Ë¾µÄʵ֤Ñо¿\n¡¶Scientific Reports¡·£ºcorporate artificial intelligence activity and accounting information comparability: evidence from CEO generational differences\n¡¾×ÖÌ壺 ´ó ÖРС ¡¿ ʱ¼ä£º2026Äê10ÔÂ01ÈÕ À´Ô´£ºScientific Reports 4.9\n±à¼ÍƼö£º\n¡¡¡¡ ÕªÒª»á¼ÆÐÅÏ¢¿É±ÈÐÔ²»½ö·´Ó³Á˹²Í¬µÄ»á¼Æ×¼Ôò£¬»¹·´Ó³ÁËÆóÒµ½«¾¼Ãʼþת»¯Îª»á¼Æ½á¹ûµÄÐÅÏ¢Éú²úÁ÷³Ì¡£ÀûÓà 2012 ÄêÖÁ 2022 Äê¼ä 12,355 ¸öÖйú·Ç½ðÈÚÀà A ¹ÉÉÏÊй«Ë¾µÄ¹«Ë¾ - Äê¶È¹Û²âÖµ£¬ÎÒÃǼìÑéÁËÆóÒµÈ˹¤ÖÇÄܻÓë»á¼ÆÐÅÏ¢¿É±ÈÐÔÖ®¼äµÄ¹Øϵ¡£ÎÒÃǵÄÖ÷Òª½âÊͱäÁ¿ÊÇ\n»á¼ÆÐÅÏ¢¿É±ÈÐÔ²»½ö·´Ó³Á˹²Í¬µÄ»á¼Æ×¼Ôò£¬»¹·´Ó³ÁËÆóÒµ½«¾¼Ãʼþת»¯Îª»á¼Æ½á¹ûµÄÐÅÏ¢Éú²úÁ÷³Ì¡£ÀûÓà 2012 ÄêÖÁ 2022 Äê¼ä 12,355 ¸öÖйú·Ç½ðÈÚÀà A ¹ÉÉÏÊй«Ë¾µÄ¹«Ë¾ - Äê¶È¹Û²âÖµ£¬ÎÒÃǼìÑéÁËÆóÒµÈ˹¤ÖÇÄܻÓë»á¼ÆÐÅÏ¢¿É±ÈÐÔÖ®¼äµÄ¹Øϵ¡£ÎÒÃǵÄÖ÷Òª½âÊͱäÁ¿ÊÇ»ùÓÚרÀû·ÖÀàºÅʶ±ðµÄ ln(1 + È˹¤ÖÇÄÜרÀûÉêÇëÊý) µÄÖͺóÒ»ÆÚ±ê×¼»¯Ö¸±ê£¬¸ÃÖ¸±ê·´Ó³ÁËÆóÒµ¿ÉÑéÖ¤µÄÈ˹¤ÖÇÄܼ¼ÊõÄÜÁ¦¡£È˹¤ÖÇÄÜÄÜÁ¦¸üÇ¿µÄÆóÒµ±íÏÖ³ö¸ü¸ßµÄ»á¼ÆÐÅÏ¢¿É±ÈÐÔ¡£»úÖƼìÑé±íÃ÷£¬ÔçÆÚµÄÈ˹¤ÖÇÄܻ°éËæןüÇ¿µÄÄÚ²¿¿ØÖƺ͸üµÍµÄÓ¯Óà¹ÜÀí£¬ÕâÁ½Õ߶¼Óë¸ü¸ßµÄ¿É±ÈÐÔÏà¹Ø¡£Ê×ϯִÐйٵijöÉú´ú¼Ê½øÒ»²½Ó°ÏìÁ˼¼ÊõÄÜÁ¦µÄ×é֯ת»¯£ºÔÚ 1970 Äê¼°ÒÔºó³öÉúµÄÊ×ϯִÐйÙÁìµ¼µÄÆóÒµÖУ¬È˹¤ÖÇÄܵÄЧӦ¸üΪÏÔÖø¡£ÎªÁËÆÀ¹À»ùÓÚרÀûµÄ¶ÈÁ¿µÄ¹¹ÄîЧ¶È£¬ÎÒÃÇ×ÛºÏÁËÀ´×ÔÓë»á¼ÆÐÅÏ¢Éú²úÏà¹ØµÄרÀû¡¢È˹¤ÖÇÄÜÏà¹ØÈíÓ²¼þͶ×Ê£¬ÒÔ¼°¹ÜÀí²ãÌÖÂÛÓë·ÖÎö£¨MD&A£©ºÍÄê¶È±¨¸æÖеÄÈ˹¤ÖÇÄÜÐźŵĶàÖØÖ¤¾Ý¡£µ±ÆóÒµ×ö³ö¸üÃ÷È·µÄÈ˹¤ÖÇÄÜÏà¹Ø×ÊÔ´³Ðŵ²¢±íÏÖ³ö¶ÔÈ˹¤ÖÇÄܸü´óµÄ×éÖ¯¹Øעʱ£¬È˹¤ÖÇÄÜÄÜÁ¦Óë¿É±ÈÐÔÖ®¼äµÄ¹Øϵ¸üÇ¿¡£ÔÚ·ÖÎöʦ¹Ø×¢¶È¸ü¸ßÇÒÄÚ²¿Ðµ÷ÐèÇó¸ü´óµÄÆóÒµÖУ¬Ð§Ó¦¸üΪÏÔÖø£¬Õâ½øÒ»²½±íÃ÷Á˶ԿɱÈÐÅÏ¢µÄÍⲿÐèÇóºÍÄÚ²¿ÐÅÏ¢´¦ÀíÐèÇóËù·¢»ÓµÄ×÷Óá£Ö÷Òª·¢ÏÖ¶ÔÓÚÌæ´ú¶ÈÁ¿¡¢Ë«ÖØ»úÆ÷ѧϰ¡¢Õþ²ß±©Â¶¹¤¾ß±äÁ¿Éè¼ÆºÍìØƽºâÊÇÎȽ¡µÄ¡£×ÜÌå¶øÑÔ£¬Ö¤¾ÝÏÔʾÁËÈ˹¤ÖÇÄܼ¼ÊõÄÜÁ¦ÈçºÎͨ¹ýÐÅÏ¢Éú²ú¡¢×é֯ǶÈëºÍ¹ÜÀí²ãÓ°Ïìת»¯Îª¸ü¾ß¿É±ÈÐԵĻá¼ÆÐÅÏ¢¡£","source":"生物通","date":"2026-10-01T00:20:33+00:00","content":"ÆóÒµÈ˹¤ÖÇÄܼ¼ÊõÄÜÁ¦Óë»á¼ÆÐÅÏ¢¿É±ÈÐÔ£º»ùÓÚÖйúA¹ÉÉÏÊй«Ë¾µÄʵ֤Ñо¿\n¡¶Scientific Reports¡·£ºcorporate artificial intelligence activity and accounting information comparability: evidence from CEO generational differences\n¡¾×ÖÌ壺 ´ó ÖРС ¡¿ ʱ¼ä£º2026Äê10ÔÂ01ÈÕ À´Ô´£ºScientific Reports 4.9\n±à¼ÍƼö£º\n¡¡¡¡ ÕªÒª»á¼ÆÐÅÏ¢¿É±ÈÐÔ²»½ö·´Ó³Á˹²Í¬µÄ»á¼Æ×¼Ôò£¬»¹·´Ó³ÁËÆóÒµ½«¾¼Ãʼþת»¯Îª»á¼Æ½á¹ûµÄÐÅÏ¢Éú²úÁ÷³Ì¡£ÀûÓà 2012 ÄêÖÁ 2022 Äê¼ä 12,355 ¸öÖйú·Ç½ðÈÚÀà A ¹ÉÉÏÊй«Ë¾µÄ¹«Ë¾ - Äê¶È¹Û²âÖµ£¬ÎÒÃǼìÑéÁËÆóÒµÈ˹¤ÖÇÄܻÓë»á¼ÆÐÅÏ¢¿É±ÈÐÔÖ®¼äµÄ¹Øϵ¡£ÎÒÃǵÄÖ÷Òª½âÊͱäÁ¿ÊÇ\n»á¼ÆÐÅÏ¢¿É±ÈÐÔ²»½ö·´Ó³Á˹²Í¬µÄ»á¼Æ×¼Ôò£¬»¹·´Ó³ÁËÆóÒµ½«¾¼Ãʼþת»¯Îª»á¼Æ½á¹ûµÄÐÅÏ¢Éú²úÁ÷³Ì¡£ÀûÓà 2012 ÄêÖÁ 2022 Äê¼ä 12,355 ¸öÖйú·Ç½ðÈÚÀà A ¹ÉÉÏÊй«Ë¾µÄ¹«Ë¾ - Äê¶È¹Û²âÖµ£¬ÎÒÃǼìÑéÁËÆóÒµÈ˹¤ÖÇÄܻÓë»á¼ÆÐÅÏ¢¿É±ÈÐÔÖ®¼äµÄ¹Øϵ¡£ÎÒÃǵÄÖ÷Òª½âÊͱäÁ¿ÊÇ»ùÓÚרÀû·ÖÀàºÅʶ±ðµÄ ln(1 + È˹¤ÖÇÄÜרÀûÉêÇëÊý) µÄÖͺóÒ»ÆÚ±ê×¼»¯Ö¸±ê£¬¸ÃÖ¸±ê·´Ó³ÁËÆóÒµ¿ÉÑéÖ¤µÄÈ˹¤ÖÇÄܼ¼ÊõÄÜÁ¦¡£È˹¤ÖÇÄÜÄÜÁ¦¸üÇ¿µÄÆóÒµ±íÏÖ³ö¸ü¸ßµÄ»á¼ÆÐÅÏ¢¿É±ÈÐÔ¡£»úÖƼìÑé±íÃ÷£¬ÔçÆÚµÄÈ˹¤ÖÇÄܻ°éËæןüÇ¿µÄÄÚ²¿¿ØÖƺ͸üµÍµÄÓ¯Óà¹ÜÀí£¬ÕâÁ½Õ߶¼Óë¸ü¸ßµÄ¿É±ÈÐÔÏà¹Ø¡£Ê×ϯִÐйٵijöÉú´ú¼Ê½øÒ»²½Ó°ÏìÁ˼¼ÊõÄÜÁ¦µÄ×é֯ת»¯£ºÔÚ 1970 Äê¼°ÒÔºó³öÉúµÄÊ×ϯִÐйÙÁìµ¼µÄÆóÒµÖУ¬È˹¤ÖÇÄܵÄЧӦ¸üΪÏÔÖø¡£ÎªÁËÆÀ¹À»ùÓÚרÀûµÄ¶ÈÁ¿µÄ¹¹ÄîЧ¶È£¬ÎÒÃÇ×ÛºÏÁËÀ´×ÔÓë»á¼ÆÐÅÏ¢Éú²úÏà¹ØµÄרÀû¡¢È˹¤ÖÇÄÜÏà¹ØÈíÓ²¼þͶ×Ê£¬ÒÔ¼°¹ÜÀí²ãÌÖÂÛÓë·ÖÎö£¨MD&A£©ºÍÄê¶È±¨¸æÖеÄÈ˹¤ÖÇÄÜÐźŵĶàÖØÖ¤¾Ý¡£µ±ÆóÒµ×ö³ö¸üÃ÷È·µÄÈ˹¤ÖÇÄÜÏà¹Ø×ÊÔ´³Ðŵ²¢±íÏÖ³ö¶ÔÈ˹¤ÖÇÄܸü´óµÄ×éÖ¯¹Øעʱ£¬È˹¤ÖÇÄÜÄÜÁ¦Óë¿É±ÈÐÔÖ®¼äµÄ¹Øϵ¸üÇ¿¡£ÔÚ·ÖÎöʦ¹Ø×¢¶È¸ü¸ßÇÒÄÚ²¿Ðµ÷ÐèÇó¸ü´óµÄÆóÒµÖУ¬Ð§Ó¦¸üΪÏÔÖø£¬Õâ½øÒ»²½±íÃ÷Á˶ԿɱÈÐÅÏ¢µÄÍⲿÐèÇóºÍÄÚ²¿ÐÅÏ¢´¦ÀíÐèÇóËù·¢»ÓµÄ×÷Óá£Ö÷Òª·¢ÏÖ¶ÔÓÚÌæ´ú¶ÈÁ¿¡¢Ë«ÖØ»úÆ÷ѧϰ¡¢Õþ²ß±©Â¶¹¤¾ß±äÁ¿Éè¼ÆºÍìØƽºâÊÇÎȽ¡µÄ¡£×ÜÌå¶øÑÔ£¬Ö¤¾ÝÏÔʾÁËÈ˹¤ÖÇÄܼ¼ÊõÄÜÁ¦ÈçºÎͨ¹ýÐÅÏ¢Éú²ú¡¢×é֯ǶÈëºÍ¹ÜÀí²ãÓ°Ïìת»¯Îª¸ü¾ß¿É±ÈÐԵĻá¼ÆÐÅÏ¢¡£","confidence":0.9,"diagnostics_url":"/api/diagnose?url=https%3A//www.ebiotrade.com/newsf/2026-10/20261001060423079.htm","quality_bucket":"high","failure_kind":"none","retryable":false,"quality_reason":"High confidence: full text extraction produced 1758 characters.","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 1758 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":1758,"summary_length":1758,"usable_text_length":1758,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":1758,"summary_length":1758}},"tags":[]},"fallback_formats":["markdown","json","html"],"actions":{"read":"/item/93886","export_markdown":"/api/items/93886/export?format=markdown","export_json":"/api/items/93886/export?format=json","diagnose":"/api/diagnose?url=https%3A//www.ebiotrade.com/newsf/2026-10/20261001060423079.htm"},"formats":{"full":{"id":93886,"title":"企业人工智能技术能力与会计信息可比性：基于中国A股上市公司的实证研究 - 生物通","url":"https://www.ebiotrade.com/newsf/2026-10/20261001060423079.htm","source":"生物通","author":null,"published_at":"2026-10-01T00:20:33+00:00","locale":"zh","topic":"ai","tags":[],"excerpt":"ÆóÒµÈ˹¤ÖÇÄܼ¼ÊõÄÜÁ¦Óë»á¼ÆÐÅÏ¢¿É±ÈÐÔ£º»ùÓÚÖйúA¹ÉÉÏÊй«Ë¾µÄʵ֤Ñо¿\n¡¶Scientific Reports¡·£ºcorporate artificial intelligence activity and accounting information comparability: evidence from CEO generational differences\n¡¾×ÖÌ壺 ´ó ÖРС ¡¿ ʱ¼ä£º2026Äê10ÔÂ01ÈÕ À´Ô´£ºScientific Reports 4.9\n±à¼ÍƼö£º\n¡¡¡¡ ÕªÒª»á¼ÆÐÅÏ¢¿É±ÈÐÔ²»½ö·´Ó³Á˹²Í¬µÄ»á¼Æ×¼Ôò£¬»¹·´Ó³ÁËÆóÒµ½«¾¼Ãʼþת»¯Îª»á¼Æ½á¹ûµÄÐÅÏ¢Éú²úÁ÷³Ì¡£ÀûÓà 2012 ÄêÖÁ 2022 Äê¼ä 12,355 ¸öÖйú·Ç½ðÈÚÀà A ¹ÉÉÏÊй«Ë¾µÄ¹«Ë¾ - Äê¶È¹Û²âÖµ£¬ÎÒÃǼìÑéÁËÆóÒµÈ˹¤ÖÇÄܻÓë»á¼ÆÐÅÏ¢¿É±ÈÐÔÖ®¼äµÄ¹Øϵ¡£ÎÒÃǵÄÖ÷Òª½âÊͱäÁ¿ÊÇ\n»á¼ÆÐÅÏ¢¿É±ÈÐÔ²»½ö·´Ó³Á˹²Í¬µÄ»á¼Æ×¼Ôò£¬»¹·´Ó³ÁËÆóÒµ½«¾¼Ãʼþת»¯Îª»á¼Æ½á¹ûµÄÐÅÏ¢Éú²úÁ÷³Ì¡£ÀûÓà 2012 ÄêÖÁ 2022 Äê¼ä 12,355 ¸öÖйú·Ç½ðÈÚÀà A ¹ÉÉÏÊй«Ë¾µÄ¹«Ë¾ - Äê¶È¹Û²âÖµ£¬ÎÒÃǼìÑéÁËÆóÒµÈ˹¤ÖÇÄܻÓë»á¼ÆÐÅÏ¢¿É±ÈÐÔÖ®¼äµÄ¹Øϵ¡£ÎÒÃǵÄÖ÷Òª½âÊͱäÁ¿ÊÇ»ùÓÚרÀû·ÖÀàºÅʶ±ðµÄ ln(1 + È˹¤ÖÇÄÜרÀûÉêÇëÊý) µÄÖͺóÒ»ÆÚ±ê×¼»¯Ö¸±ê£¬¸ÃÖ¸±ê·´Ó³ÁËÆóÒµ¿ÉÑéÖ¤µÄÈ˹¤ÖÇÄܼ¼ÊõÄÜÁ¦¡£È˹¤ÖÇÄÜÄÜÁ¦¸üÇ¿µÄÆóÒµ±íÏÖ³ö¸ü¸ßµÄ»á¼ÆÐÅÏ¢¿É±ÈÐÔ¡£»úÖƼìÑé±íÃ÷£¬ÔçÆÚµÄÈ˹¤ÖÇÄܻ°éËæןüÇ¿µÄÄÚ²¿¿ØÖƺ͸üµÍµÄÓ¯Óà¹ÜÀí£¬ÕâÁ½Õ߶¼Óë¸ü¸ßµÄ¿É±ÈÐÔÏà¹Ø¡£Ê×ϯִÐйٵijöÉú´ú¼Ê½øÒ»²½Ó°ÏìÁ˼¼ÊõÄÜÁ¦µÄ×é֯ת»¯£ºÔÚ 1970 Äê¼°ÒÔºó³öÉúµÄÊ×ϯִÐйÙÁìµ¼µÄÆóÒµÖУ¬È˹¤ÖÇÄܵÄЧӦ¸üΪÏÔÖø¡£ÎªÁËÆÀ¹À»ùÓÚרÀûµÄ¶ÈÁ¿µÄ¹¹ÄîЧ¶È£¬ÎÒÃÇ×ÛºÏÁËÀ´×ÔÓë»á¼ÆÐÅÏ¢Éú²úÏà¹ØµÄרÀû¡¢È˹¤ÖÇÄÜÏà¹ØÈíÓ²¼þͶ×Ê£¬ÒÔ¼°¹ÜÀí²ãÌÖÂÛÓë·ÖÎö£¨MD&A£©ºÍÄê¶È±¨¸æÖеÄÈ˹¤ÖÇÄÜÐźŵĶàÖØÖ¤¾Ý¡£µ±ÆóÒµ×ö³ö¸üÃ÷È·µÄÈ˹¤ÖÇÄÜÏà¹Ø×ÊÔ´³Ðŵ²¢±íÏÖ³ö¶ÔÈ˹¤ÖÇÄܸü´óµÄ×éÖ¯¹Øעʱ£¬È˹¤ÖÇÄÜÄÜÁ¦Óë¿É±ÈÐÔÖ®¼äµÄ¹Øϵ¸üÇ¿¡£ÔÚ·ÖÎöʦ¹Ø×¢¶È¸ü¸ßÇÒÄÚ²¿Ðµ÷ÐèÇó¸ü´óµÄÆóÒµÖУ¬Ð§Ó¦¸üΪÏÔÖø£¬Õâ½øÒ»²½±íÃ÷Á˶ԿɱÈÐÅÏ¢µÄÍⲿÐèÇóºÍÄÚ²¿ÐÅÏ¢´¦ÀíÐèÇóËù·¢»ÓµÄ×÷Óá£Ö÷Òª·¢ÏÖ¶ÔÓÚÌæ´ú¶ÈÁ¿¡¢Ë«ÖØ»úÆ÷ѧϰ¡¢Õþ²ß±©Â¶¹¤¾ß±äÁ¿Éè¼ÆºÍìØƽºâÊÇÎȽ¡µÄ¡£×ÜÌå¶øÑÔ£¬Ö¤¾ÝÏÔʾÁËÈ˹¤ÖÇÄܼ¼ÊõÄÜÁ¦ÈçºÎͨ¹ýÐÅÏ¢Éú²ú¡¢×é֯ǶÈëºÍ¹ÜÀí²ãÓ°Ïìת»¯Îª¸ü¾ß¿É±ÈÐԵĻá¼ÆÐÅÏ¢¡£","full_text":"ÆóÒµÈ˹¤ÖÇÄܼ¼ÊõÄÜÁ¦Óë»á¼ÆÐÅÏ¢¿É±ÈÐÔ£º»ùÓÚÖйúA¹ÉÉÏÊй«Ë¾µÄʵ֤Ñо¿\n¡¶Scientific Reports¡·£ºcorporate artificial intelligence activity and accounting information comparability: evidence from CEO generational differences\n¡¾×ÖÌ壺 ´ó ÖРС ¡¿ ʱ¼ä£º2026Äê10ÔÂ01ÈÕ À´Ô´£ºScientific Reports 4.9\n±à¼ÍƼö£º\n¡¡¡¡ ÕªÒª»á¼ÆÐÅÏ¢¿É±ÈÐÔ²»½ö·´Ó³Á˹²Í¬µÄ»á¼Æ×¼Ôò£¬»¹·´Ó³ÁËÆóÒµ½«¾¼Ãʼþת»¯Îª»á¼Æ½á¹ûµÄÐÅÏ¢Éú²úÁ÷³Ì¡£ÀûÓà 2012 ÄêÖÁ 2022 Äê¼ä 12,355 ¸öÖйú·Ç½ðÈÚÀà A ¹ÉÉÏÊй«Ë¾µÄ¹«Ë¾ - Äê¶È¹Û²âÖµ£¬ÎÒÃǼìÑéÁËÆóÒµÈ˹¤ÖÇÄܻÓë»á¼ÆÐÅÏ¢¿É±ÈÐÔÖ®¼äµÄ¹Øϵ¡£ÎÒÃǵÄÖ÷Òª½âÊͱäÁ¿ÊÇ\n»á¼ÆÐÅÏ¢¿É±ÈÐÔ²»½ö·´Ó³Á˹²Í¬µÄ»á¼Æ×¼Ôò£¬»¹·´Ó³ÁËÆóÒµ½«¾¼Ãʼþת»¯Îª»á¼Æ½á¹ûµÄÐÅÏ¢Éú²úÁ÷³Ì¡£ÀûÓà 2012 ÄêÖÁ 2022 Äê¼ä 12,355 ¸öÖйú·Ç½ðÈÚÀà A ¹ÉÉÏÊй«Ë¾µÄ¹«Ë¾ - Äê¶È¹Û²âÖµ£¬ÎÒÃǼìÑéÁËÆóÒµÈ˹¤ÖÇÄܻÓë»á¼ÆÐÅÏ¢¿É±ÈÐÔÖ®¼äµÄ¹Øϵ¡£ÎÒÃǵÄÖ÷Òª½âÊͱäÁ¿ÊÇ»ùÓÚרÀû·ÖÀàºÅʶ±ðµÄ ln(1 + È˹¤ÖÇÄÜרÀûÉêÇëÊý) µÄÖͺóÒ»ÆÚ±ê×¼»¯Ö¸±ê£¬¸ÃÖ¸±ê·´Ó³ÁËÆóÒµ¿ÉÑéÖ¤µÄÈ˹¤ÖÇÄܼ¼ÊõÄÜÁ¦¡£È˹¤ÖÇÄÜÄÜÁ¦¸üÇ¿µÄÆóÒµ±íÏÖ³ö¸ü¸ßµÄ»á¼ÆÐÅÏ¢¿É±ÈÐÔ¡£»úÖƼìÑé±íÃ÷£¬ÔçÆÚµÄÈ˹¤ÖÇÄܻ°éËæןüÇ¿µÄÄÚ²¿¿ØÖƺ͸üµÍµÄÓ¯Óà¹ÜÀí£¬ÕâÁ½Õ߶¼Óë¸ü¸ßµÄ¿É±ÈÐÔÏà¹Ø¡£Ê×ϯִÐйٵijöÉú´ú¼Ê½øÒ»²½Ó°ÏìÁ˼¼ÊõÄÜÁ¦µÄ×é֯ת»¯£ºÔÚ 1970 Äê¼°ÒÔºó³öÉúµÄÊ×ϯִÐйÙÁìµ¼µÄÆóÒµÖУ¬È˹¤ÖÇÄܵÄЧӦ¸üΪÏÔÖø¡£ÎªÁËÆÀ¹À»ùÓÚרÀûµÄ¶ÈÁ¿µÄ¹¹ÄîЧ¶È£¬ÎÒÃÇ×ÛºÏÁËÀ´×ÔÓë»á¼ÆÐÅÏ¢Éú²úÏà¹ØµÄרÀû¡¢È˹¤ÖÇÄÜÏà¹ØÈíÓ²¼þͶ×Ê£¬ÒÔ¼°¹ÜÀí²ãÌÖÂÛÓë·ÖÎö£¨MD&A£©ºÍÄê¶È±¨¸æÖеÄÈ˹¤ÖÇÄÜÐźŵĶàÖØÖ¤¾Ý¡£µ±ÆóÒµ×ö³ö¸üÃ÷È·µÄÈ˹¤ÖÇÄÜÏà¹Ø×ÊÔ´³Ðŵ²¢±íÏÖ³ö¶ÔÈ˹¤ÖÇÄܸü´óµÄ×éÖ¯¹Øעʱ£¬È˹¤ÖÇÄÜÄÜÁ¦Óë¿É±ÈÐÔÖ®¼äµÄ¹Øϵ¸üÇ¿¡£ÔÚ·ÖÎöʦ¹Ø×¢¶È¸ü¸ßÇÒÄÚ²¿Ðµ÷ÐèÇó¸ü´óµÄÆóÒµÖУ¬Ð§Ó¦¸üΪÏÔÖø£¬Õâ½øÒ»²½±íÃ÷Á˶ԿɱÈÐÅÏ¢µÄÍⲿÐèÇóºÍÄÚ²¿ÐÅÏ¢´¦ÀíÐèÇóËù·¢»ÓµÄ×÷Óá£Ö÷Òª·¢ÏÖ¶ÔÓÚÌæ´ú¶ÈÁ¿¡¢Ë«ÖØ»úÆ÷ѧϰ¡¢Õþ²ß±©Â¶¹¤¾ß±äÁ¿Éè¼ÆºÍìØƽºâÊÇÎȽ¡µÄ¡£×ÜÌå¶øÑÔ£¬Ö¤¾ÝÏÔʾÁËÈ˹¤ÖÇÄܼ¼ÊõÄÜÁ¦ÈçºÎͨ¹ýÐÅÏ¢Éú²ú¡¢×é֯ǶÈëºÍ¹ÜÀí²ãÓ°Ïìת»¯Îª¸ü¾ß¿É±ÈÐԵĻá¼ÆÐÅÏ¢¡£","reading_time_min":1,"extraction":{"state":"ok","confidence":0.9,"error":null,"explanation":"High confidence: full text extraction produced 1758 characters.","diagnostics_url":"/api/diagnose?url=https%3A//www.ebiotrade.com/newsf/2026-10/20261001060423079.htm","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 1758 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":1758,"summary_length":1758,"usable_text_length":1758,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":1758,"summary_length":1758}}},"quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 1758 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":1758,"summary_length":1758,"usable_text_length":1758,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":1758,"summary_length":1758}},"actions":{"read":"/item/93886","export_markdown":"/api/items/93886/export?format=markdown","export_json":"/api/items/93886/export?format=json","diagnose":"/api/diagnose?url=https%3A//www.ebiotrade.com/newsf/2026-10/20261001060423079.htm"}},"digest":{"id":93886,"title":"企业人工智能技术能力与会计信息可比性：基于中国A股上市公司的实证研究 - 生物通","url":"https://www.ebiotrade.com/newsf/2026-10/20261001060423079.htm","source":"生物通","topic":"ai","published_at":"2026-10-01T00:20:33+00:00","excerpt":"ÆóÒµÈ˹¤ÖÇÄܼ¼ÊõÄÜÁ¦Óë»á¼ÆÐÅÏ¢¿É±ÈÐÔ£º»ùÓÚÖйúA¹ÉÉÏÊй«Ë¾µÄʵ֤Ñо¿ ¡¶Scientific Reports¡·£ºcorporate artificial intelligence activity and accounting information comparability: evidence from CEO generational differences ¡¾×ÖÌ壺 ´ó ÖРС ¡¿ ʱ¼ä£º2026Äê10ÔÂ01ÈÕ À´Ô´£ºScientific…","quality_bucket":"high","quality_reason":"High confidence: full text extraction produced 1758 characters.","reading_time_min":1,"cluster_id":null},"card":{"display_title":"企业人工智能技术能力与会计信息可比性：基于中国A股上市公司的实证研究 - 生物通","subtitle":"生物通 · 2026-10-01","summary":"ÆóÒµÈ˹¤ÖÇÄܼ¼ÊõÄÜÁ¦Óë»á¼ÆÐÅÏ¢¿É±ÈÐÔ£º»ùÓÚÖйúA¹ÉÉÏÊй«Ë¾µÄʵ֤Ñо¿ ¡¶Scientific Reports¡·£ºcorporate artificial intelligence activity and accounting information comparability: evidence from CEO generational differences…","badges":["quality:high"],"links":{"read":"/item/93886","original":"https://www.ebiotrade.com/newsf/2026-10/20261001060423079.htm","diagnose":"/api/diagnose?url=https%3A//www.ebiotrade.com/newsf/2026-10/20261001060423079.htm"},"quality_warning":null},"export":{"title":"企业人工智能技术能力与会计信息可比性：基于中国A股上市公司的实证研究 - 生物通","url":"https://www.ebiotrade.com/newsf/2026-10/20261001060423079.htm","summary":"ÆóÒµÈ˹¤ÖÇÄܼ¼ÊõÄÜÁ¦Óë»á¼ÆÐÅÏ¢¿É±ÈÐÔ£º»ùÓÚÖйúA¹ÉÉÏÊй«Ë¾µÄʵ֤Ñо¿\n¡¶Scientific Reports¡·£ºcorporate artificial intelligence activity and accounting information comparability: evidence from CEO generational differences\n¡¾×ÖÌ壺 ´ó ÖРС ¡¿ ʱ¼ä£º2026Äê10ÔÂ01ÈÕ À´Ô´£ºScientific Reports 4.9\n±à¼ÍƼö£º\n¡¡¡¡ ÕªÒª»á¼ÆÐÅÏ¢¿É±ÈÐÔ²»½ö·´Ó³Á˹²Í¬µÄ»á¼Æ×¼Ôò£¬»¹·´Ó³ÁËÆóÒµ½«¾¼Ãʼþת»¯Îª»á¼Æ½á¹ûµÄÐÅÏ¢Éú²úÁ÷³Ì¡£ÀûÓà 2012 ÄêÖÁ 2022 Äê¼ä 12,355 ¸öÖйú·Ç½ðÈÚÀà A ¹ÉÉÏÊй«Ë¾µÄ¹«Ë¾ - Äê¶È¹Û²âÖµ£¬ÎÒÃǼìÑéÁËÆóÒµÈ˹¤ÖÇÄܻÓë»á¼ÆÐÅÏ¢¿É±ÈÐÔÖ®¼äµÄ¹Øϵ¡£ÎÒÃǵÄÖ÷Òª½âÊͱäÁ¿ÊÇ\n»á¼ÆÐÅÏ¢¿É±ÈÐÔ²»½ö·´Ó³Á˹²Í¬µÄ»á¼Æ×¼Ôò£¬»¹·´Ó³ÁËÆóÒµ½«¾¼Ãʼþת»¯Îª»á¼Æ½á¹ûµÄÐÅÏ¢Éú²úÁ÷³Ì¡£ÀûÓà 2012 ÄêÖÁ 2022 Äê¼ä 12,355 ¸öÖйú·Ç½ðÈÚÀà A ¹ÉÉÏÊй«Ë¾µÄ¹«Ë¾ - Äê¶È¹Û²âÖµ£¬ÎÒÃǼìÑéÁËÆóÒµÈ˹¤ÖÇÄܻÓë»á¼ÆÐÅÏ¢¿É±ÈÐÔÖ®¼äµÄ¹Øϵ¡£ÎÒÃǵÄÖ÷Òª½âÊͱäÁ¿ÊÇ»ùÓÚרÀû·ÖÀàºÅʶ±ðµÄ ln(1 + È˹¤ÖÇÄÜרÀûÉêÇëÊý) µÄÖͺóÒ»ÆÚ±ê×¼»¯Ö¸±ê£¬¸ÃÖ¸±ê·´Ó³ÁËÆóÒµ¿ÉÑéÖ¤µÄÈ˹¤ÖÇÄܼ¼ÊõÄÜÁ¦¡£È˹¤ÖÇÄÜÄÜÁ¦¸üÇ¿µÄÆóÒµ±íÏÖ³ö¸ü¸ßµÄ»á¼ÆÐÅÏ¢¿É±ÈÐÔ¡£»úÖƼìÑé±íÃ÷£¬ÔçÆÚµÄÈ˹¤ÖÇÄܻ°éËæןüÇ¿µÄÄÚ²¿¿ØÖƺ͸üµÍµÄÓ¯Óà¹ÜÀí£¬ÕâÁ½Õ߶¼Óë¸ü¸ßµÄ¿É±ÈÐÔÏà¹Ø¡£Ê×ϯִÐйٵijöÉú´ú¼Ê½øÒ»²½Ó°ÏìÁ˼¼ÊõÄÜÁ¦µÄ×é֯ת»¯£ºÔÚ 1970 Äê¼°ÒÔºó³öÉúµÄÊ×ϯִÐйÙÁìµ¼µÄÆóÒµÖУ¬È˹¤ÖÇÄܵÄЧӦ¸üΪÏÔÖø¡£ÎªÁËÆÀ¹À»ùÓÚרÀûµÄ¶ÈÁ¿µÄ¹¹ÄîЧ¶È£¬ÎÒÃÇ×ÛºÏÁËÀ´×ÔÓë»á¼ÆÐÅÏ¢Éú²úÏà¹ØµÄרÀû¡¢È˹¤ÖÇÄÜÏà¹ØÈíÓ²¼þͶ×Ê£¬ÒÔ¼°¹ÜÀí²ãÌÖÂÛÓë·ÖÎö£¨MD&A£©ºÍÄê¶È±¨¸æÖеÄÈ˹¤ÖÇÄÜÐźŵĶàÖØÖ¤¾Ý¡£µ±ÆóÒµ×ö³ö¸üÃ÷È·µÄÈ˹¤ÖÇÄÜÏà¹Ø×ÊÔ´³Ðŵ²¢±íÏÖ³ö¶ÔÈ˹¤ÖÇÄܸü´óµÄ×éÖ¯¹Øעʱ£¬È˹¤ÖÇÄÜÄÜÁ¦Óë¿É±ÈÐÔÖ®¼äµÄ¹Øϵ¸üÇ¿¡£ÔÚ·ÖÎöʦ¹Ø×¢¶È¸ü¸ßÇÒÄÚ²¿Ðµ÷ÐèÇó¸ü´óµÄÆóÒµÖУ¬Ð§Ó¦¸üΪÏÔÖø£¬Õâ½øÒ»²½±íÃ÷Á˶ԿɱÈÐÅÏ¢µÄÍⲿÐèÇóºÍÄÚ²¿ÐÅÏ¢´¦ÀíÐèÇóËù·¢»ÓµÄ×÷Óá£Ö÷Òª·¢ÏÖ¶ÔÓÚÌæ´ú¶ÈÁ¿¡¢Ë«ÖØ»úÆ÷ѧϰ¡¢Õþ²ß±©Â¶¹¤¾ß±äÁ¿Éè¼ÆºÍìØƽºâÊÇÎȽ¡µÄ¡£×ÜÌå¶øÑÔ£¬Ö¤¾ÝÏÔʾÁËÈ˹¤ÖÇÄܼ¼ÊõÄÜÁ¦ÈçºÎͨ¹ýÐÅÏ¢Éú²ú¡¢×é֯ǶÈëºÍ¹ÜÀí²ãÓ°Ïìת»¯Îª¸ü¾ß¿É±ÈÐԵĻá¼ÆÐÅÏ¢¡£","source":"生物通","date":"2026-10-01T00:20:33+00:00","content":"ÆóÒµÈ˹¤ÖÇÄܼ¼ÊõÄÜÁ¦Óë»á¼ÆÐÅÏ¢¿É±ÈÐÔ£º»ùÓÚÖйúA¹ÉÉÏÊй«Ë¾µÄʵ֤Ñо¿\n¡¶Scientific Reports¡·£ºcorporate artificial intelligence activity and accounting information comparability: evidence from CEO generational differences\n¡¾×ÖÌ壺 ´ó ÖРС ¡¿ ʱ¼ä£º2026Äê10ÔÂ01ÈÕ À´Ô´£ºScientific Reports 4.9\n±à¼ÍƼö£º\n¡¡¡¡ ÕªÒª»á¼ÆÐÅÏ¢¿É±ÈÐÔ²»½ö·´Ó³Á˹²Í¬µÄ»á¼Æ×¼Ôò£¬»¹·´Ó³ÁËÆóÒµ½«¾¼Ãʼþת»¯Îª»á¼Æ½á¹ûµÄÐÅÏ¢Éú²úÁ÷³Ì¡£ÀûÓà 2012 ÄêÖÁ 2022 Äê¼ä 12,355 ¸öÖйú·Ç½ðÈÚÀà A ¹ÉÉÏÊй«Ë¾µÄ¹«Ë¾ - Äê¶È¹Û²âÖµ£¬ÎÒÃǼìÑéÁËÆóÒµÈ˹¤ÖÇÄܻÓë»á¼ÆÐÅÏ¢¿É±ÈÐÔÖ®¼äµÄ¹Øϵ¡£ÎÒÃǵÄÖ÷Òª½âÊͱäÁ¿ÊÇ\n»á¼ÆÐÅÏ¢¿É±ÈÐÔ²»½ö·´Ó³Á˹²Í¬µÄ»á¼Æ×¼Ôò£¬»¹·´Ó³ÁËÆóÒµ½«¾¼Ãʼþת»¯Îª»á¼Æ½á¹ûµÄÐÅÏ¢Éú²úÁ÷³Ì¡£ÀûÓà 2012 ÄêÖÁ 2022 Äê¼ä 12,355 ¸öÖйú·Ç½ðÈÚÀà A ¹ÉÉÏÊй«Ë¾µÄ¹«Ë¾ - Äê¶È¹Û²âÖµ£¬ÎÒÃǼìÑéÁËÆóÒµÈ˹¤ÖÇÄܻÓë»á¼ÆÐÅÏ¢¿É±ÈÐÔÖ®¼äµÄ¹Øϵ¡£ÎÒÃǵÄÖ÷Òª½âÊͱäÁ¿ÊÇ»ùÓÚרÀû·ÖÀàºÅʶ±ðµÄ ln(1 + È˹¤ÖÇÄÜרÀûÉêÇëÊý) µÄÖͺóÒ»ÆÚ±ê×¼»¯Ö¸±ê£¬¸ÃÖ¸±ê·´Ó³ÁËÆóÒµ¿ÉÑéÖ¤µÄÈ˹¤ÖÇÄܼ¼ÊõÄÜÁ¦¡£È˹¤ÖÇÄÜÄÜÁ¦¸üÇ¿µÄÆóÒµ±íÏÖ³ö¸ü¸ßµÄ»á¼ÆÐÅÏ¢¿É±ÈÐÔ¡£»úÖƼìÑé±íÃ÷£¬ÔçÆÚµÄÈ˹¤ÖÇÄܻ°éËæןüÇ¿µÄÄÚ²¿¿ØÖƺ͸üµÍµÄÓ¯Óà¹ÜÀí£¬ÕâÁ½Õ߶¼Óë¸ü¸ßµÄ¿É±ÈÐÔÏà¹Ø¡£Ê×ϯִÐйٵijöÉú´ú¼Ê½øÒ»²½Ó°ÏìÁ˼¼ÊõÄÜÁ¦µÄ×é֯ת»¯£ºÔÚ 1970 Äê¼°ÒÔºó³öÉúµÄÊ×ϯִÐйÙÁìµ¼µÄÆóÒµÖУ¬È˹¤ÖÇÄܵÄЧӦ¸üΪÏÔÖø¡£ÎªÁËÆÀ¹À»ùÓÚרÀûµÄ¶ÈÁ¿µÄ¹¹ÄîЧ¶È£¬ÎÒÃÇ×ÛºÏÁËÀ´×ÔÓë»á¼ÆÐÅÏ¢Éú²úÏà¹ØµÄרÀû¡¢È˹¤ÖÇÄÜÏà¹ØÈíÓ²¼þͶ×Ê£¬ÒÔ¼°¹ÜÀí²ãÌÖÂÛÓë·ÖÎö£¨MD&A£©ºÍÄê¶È±¨¸æÖеÄÈ˹¤ÖÇÄÜÐźŵĶàÖØÖ¤¾Ý¡£µ±ÆóÒµ×ö³ö¸üÃ÷È·µÄÈ˹¤ÖÇÄÜÏà¹Ø×ÊÔ´³Ðŵ²¢±íÏÖ³ö¶ÔÈ˹¤ÖÇÄܸü´óµÄ×éÖ¯¹Øעʱ£¬È˹¤ÖÇÄÜÄÜÁ¦Óë¿É±ÈÐÔÖ®¼äµÄ¹Øϵ¸üÇ¿¡£ÔÚ·ÖÎöʦ¹Ø×¢¶È¸ü¸ßÇÒÄÚ²¿Ðµ÷ÐèÇó¸ü´óµÄÆóÒµÖУ¬Ð§Ó¦¸üΪÏÔÖø£¬Õâ½øÒ»²½±íÃ÷Á˶ԿɱÈÐÅÏ¢µÄÍⲿÐèÇóºÍÄÚ²¿ÐÅÏ¢´¦ÀíÐèÇóËù·¢»ÓµÄ×÷Óá£Ö÷Òª·¢ÏÖ¶ÔÓÚÌæ´ú¶ÈÁ¿¡¢Ë«ÖØ»úÆ÷ѧϰ¡¢Õþ²ß±©Â¶¹¤¾ß±äÁ¿Éè¼ÆºÍìØƽºâÊÇÎȽ¡µÄ¡£×ÜÌå¶øÑÔ£¬Ö¤¾ÝÏÔʾÁËÈ˹¤ÖÇÄܼ¼ÊõÄÜÁ¦ÈçºÎͨ¹ýÐÅÏ¢Éú²ú¡¢×é֯ǶÈëºÍ¹ÜÀí²ãÓ°Ïìת»¯Îª¸ü¾ß¿É±ÈÐԵĻá¼ÆÐÅÏ¢¡£","confidence":0.9,"diagnostics_url":"/api/diagnose?url=https%3A//www.ebiotrade.com/newsf/2026-10/20261001060423079.htm","quality_bucket":"high","failure_kind":"none","retryable":false,"quality_reason":"High confidence: full text extraction produced 1758 characters.","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 1758 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":1758,"summary_length":1758,"usable_text_length":1758,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":1758,"summary_length":1758}},"tags":[],"format_contract_version":"news_item_formats.v1"}}}