{"id":"W4285413591","doi":"10.2139/ssrn.4152486","title":"Gender, Competition, and Performance: International Evidence","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Culture, Economy, and Development Studies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Competition (biology); Psychology; Business; Biology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001795617,0.00005691614,0.00007127005,0.00005442035,0.002157283,0.00006749158,0.0001987823,0.0000146891,0.0004568708],"category_scores_gemma":[0.00005143676,0.0000559653,0.00002885914,0.00008969373,0.00008251172,0.0002861691,0.00008694686,0.0005860708,0.00001002314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009423592,"about_ca_system_score_gemma":0.001283378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008859832,"about_ca_topic_score_gemma":0.0009628495,"domain_scores_codex":[0.9987076,0.00007585936,0.0001336966,0.0001092235,0.0002931051,0.0006804941],"domain_scores_gemma":[0.9997454,0.00003575165,0.00007994445,0.00003262337,0.00006353272,0.00004280188],"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":[0.00004943357,0.00004262456,0.1930662,0.000003869508,0.0001605806,0.00000219108,0.01513979,0.00002541665,0.00000862556,0.7717936,0.002179251,0.01752841],"study_design_scores_gemma":[0.000670169,0.0002344037,0.05498109,0.00002024435,0.00002555042,0.0003163281,0.1975264,0.0000478236,0.000004761458,0.178464,0.5673766,0.0003325759],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8941557,0.01494891,0.0005634291,0.0107926,0.001415687,0.0001744132,0.000003465798,0.00005600229,0.07788979],"genre_scores_gemma":[0.9480864,0.04709908,0.0000360819,0.0002320361,0.0003108314,0.00001015765,0.000001743306,0.000003370725,0.004220236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5933295,"threshold_uncertainty_score":0.9991418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03290450939508899,"score_gpt":0.288608261864238,"score_spread":0.255703752469149,"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."}}