{"id":"W7132548798","doi":"","title":"性别多样化为什么重要? 中国上市公司中的性别多样性和欺诈行为现状","year":2019,"lang":"","type":"article","venue":"CEIBS Institutional Repository","topic":"Regional Development and Environment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Diversity (politics); Work (physics); Natural (archaeology); Interpretation (philosophy)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000653294,0.0004064898,0.0003879638,0.000156681,0.002048655,0.0002125191,0.0006698283,0.0004117394,0.002217819],"category_scores_gemma":[0.00006248416,0.0004225244,0.0003224606,0.0004022917,0.001544723,0.0007497359,0.0002324074,0.000442012,0.008412578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001415993,"about_ca_system_score_gemma":0.001989061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002523903,"about_ca_topic_score_gemma":0.00001396871,"domain_scores_codex":[0.9956231,0.0002223503,0.00068709,0.0008602448,0.001862433,0.0007447774],"domain_scores_gemma":[0.9985617,0.000156361,0.0002678417,0.0004807072,0.0001132013,0.000420129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003304247,0.001099007,0.09457134,0.0002632062,0.0005883676,0.0005713078,0.01127579,0.006250591,0.01045976,0.8436837,0.02213457,0.008771987],"study_design_scores_gemma":[0.0005908557,0.00008676842,0.07887609,0.0002082528,0.00004909052,0.00006927605,0.0011456,0.0002258332,0.0006398424,0.001223116,0.9162182,0.00066704],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.406065,0.001545097,0.00009152861,0.0009088264,0.009524571,0.0004615011,0.000005134401,0.00006759663,0.5813308],"genre_scores_gemma":[0.8557329,0.0008355908,0.0002818036,0.0004436002,0.001283095,0.00002959758,0.00002306268,0.00002291699,0.1413475],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8940837,"threshold_uncertainty_score":0.9998227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01087152601759035,"score_gpt":0.2244361674439205,"score_spread":0.2135646414263301,"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."}}