{"id":"W602319182","doi":"","title":"論壇 監査の「現場力」","year":2006,"lang":"ja","type":"article","venue":"Accounting","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001199807,0.0005132041,0.000456243,0.0003196204,0.0005402153,0.0007973292,0.0006230718,0.0002907366,0.001548116],"category_scores_gemma":[0.000341014,0.0005958677,0.0002263056,0.001188248,0.0001646539,0.001175529,0.0003445244,0.0005572063,0.09463962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003329323,"about_ca_system_score_gemma":0.0001283656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003859877,"about_ca_topic_score_gemma":0.0004629719,"domain_scores_codex":[0.9960671,0.00009826408,0.0008104246,0.0007817037,0.0008357419,0.001406737],"domain_scores_gemma":[0.99795,0.0002184403,0.0006181377,0.0008112917,0.0003149553,0.00008723632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007774228,0.0007307197,0.4114076,0.0003580572,0.0002059009,0.0002891718,0.001042564,0.0007616503,0.1758333,0.006841114,0.393819,0.008633179],"study_design_scores_gemma":[0.002481108,0.00005841385,0.2759821,0.0006847515,0.0004692569,0.0001091721,0.001221331,0.008701076,0.01300986,0.002295468,0.6927066,0.002280758],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8385118,0.002552252,0.0000260597,0.0002914075,0.001061045,0.0002989117,0.00006925328,0.0005201775,0.1566691],"genre_scores_gemma":[0.9879295,0.000009568776,0.0008682118,0.0003000913,0.004248613,0.0000131861,0.00007327487,0.000365696,0.006191885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2988877,"threshold_uncertainty_score":0.9996493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008423422290540735,"score_gpt":0.2306066173047343,"score_spread":0.2221831950141935,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}