{"id":"W4367678933","doi":"10.1002/mde.3892","title":"The effects of female executives on financial statement comparability","year":2023,"lang":"en","type":"article","venue":"Managerial and Decision Economics","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Comparability; Financial statement; Accounting; Corporate governance; Business; Quality (philosophy); Statement (logic); Affect (linguistics); Economics; Finance; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.0009397885,0.00005112961,0.000120975,0.00002937306,0.0005564244,0.00006003916,0.0001442422,0.00003556168,0.00001524959],"category_scores_gemma":[0.0003908502,0.00004004785,0.00004342644,0.00007466146,0.0002012202,0.00007363288,0.0001134963,0.00003479356,0.00004640608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003021215,"about_ca_system_score_gemma":0.00003279742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000227206,"about_ca_topic_score_gemma":0.0003674542,"domain_scores_codex":[0.9993584,0.00009153225,0.0001751734,0.0001481265,0.00008431437,0.000142493],"domain_scores_gemma":[0.9987409,0.0009924255,0.00007210678,0.0001273606,0.00001897508,0.00004823901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001163488,0.0001845694,0.01118094,0.00009056697,0.00004704207,0.00000790795,0.01984482,0.000377542,0.00002479215,0.5536116,0.01848183,0.3949849],"study_design_scores_gemma":[0.001410856,0.0003234833,0.3411354,0.0000317168,0.00001848143,9.349125e-8,0.01299934,0.0002987278,0.0004085323,0.3793027,0.263824,0.0002466076],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941245,0.00001988862,0.0001146349,0.0003751838,0.001051654,0.000190486,0.00001060022,0.00001803198,0.004095009],"genre_scores_gemma":[0.9986361,0.0009176689,0.00004643194,0.00005247638,0.00007344524,0.00000321764,0.000001739065,0.000001710581,0.0002671558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3947383,"threshold_uncertainty_score":0.4279623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.061239252987947,"score_gpt":0.298776689710336,"score_spread":0.237537436722389,"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."}}