{"id":"W4395066511","doi":"10.5539/ibr.v17n2p46","title":"Women Directors: An Empirical Test of Critical Mass Hypothesis","year":2024,"lang":"en","type":"article","venue":"International Business Research","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Test (biology); Psychology; Empirical research; Econometrics; Critical mass (sociodynamics); Business; Statistics; Economics; Mathematics; Biology; Microeconomics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005642232,0.0002689268,0.0004047617,0.001313108,0.0007828362,0.001221002,0.0008184841,0.0006714487,0.0127479],"category_scores_gemma":[0.02832401,0.0001434916,0.0004449246,0.0007659559,0.002966829,0.001883574,0.001467672,0.0009258196,0.0004964633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008228175,"about_ca_system_score_gemma":0.001018159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00154935,"about_ca_topic_score_gemma":0.0008354306,"domain_scores_codex":[0.9960107,0.001390323,0.0002143255,0.001018546,0.0007500846,0.0006161219],"domain_scores_gemma":[0.9369577,0.04479619,0.01257363,0.002262122,0.001749153,0.001661135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005704344,0.0002613909,0.9476113,0.0001321533,0.0001607302,0.0005597604,0.005328095,0.0005041811,0.0006438558,0.02137408,0.001446875,0.02140715],"study_design_scores_gemma":[0.0001398585,0.001050675,0.9253628,0.0002149326,0.0002652995,0.0005820072,0.02191372,0.005801949,0.002618222,0.0317687,0.01025175,0.0000300732],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786959,0.000351323,0.003220167,0.001665532,0.0000369293,0.00007479329,0.000218491,0.000009440218,0.01572742],"genre_scores_gemma":[0.9992031,0.000035017,0.0001749248,0.00009150847,0.00002455673,0.00002180096,0.00003526012,0.000001396411,0.0004123401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0127479,"threshold_uncertainty_score":0.04264599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.100507019044791,"score_gpt":0.3759279517977878,"score_spread":0.2754209327529968,"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."}}