{"id":"W4399725897","doi":"10.2139/ssrn.4860333","title":"Gender Differences in Corrupt Behaviour: Evidence from Elite Chess Tournaments","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sports Analytics and Performance","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Elite; Political science; Psychology; Social psychology; Labour economics; Demographic economics; Economics; Law; Politics","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":[0.001467888,0.0001775629,0.0003328606,0.000321204,0.0000989159,0.0003130745,0.0003468475,0.00009307157,0.0006789064],"category_scores_gemma":[0.0000279281,0.000169137,0.0001442121,0.0002900218,0.00003139042,0.0006489265,0.00004171699,0.00146936,0.0002551734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008395686,"about_ca_system_score_gemma":0.0004000193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009457723,"about_ca_topic_score_gemma":0.0009297085,"domain_scores_codex":[0.9975543,0.00001264255,0.0006599127,0.0003639173,0.00009404561,0.001315177],"domain_scores_gemma":[0.9994562,0.00004864525,0.0001990915,0.0001880386,0.00002225924,0.00008577346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001584218,0.00004877558,0.9088377,0.00001046567,0.0001209067,0.00002976678,0.000642519,0.00006249978,0.00001023613,0.08463578,0.00008375045,0.005501804],"study_design_scores_gemma":[0.0004227082,0.0001344606,0.5753226,0.0003548659,0.00003477728,0.00009253762,0.000610502,0.01889924,0.00001149327,0.3995235,0.004102039,0.0004912679],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9077701,0.0853565,0.004586861,0.0004225282,0.0008492816,0.000070176,0.00002803337,0.00001978401,0.0008967274],"genre_scores_gemma":[0.9449713,0.05256989,0.00003327184,0.00007278788,0.0003783469,0.000005698283,0.000005525514,0.0000233093,0.001939856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3335151,"threshold_uncertainty_score":0.7433549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05215059730840059,"score_gpt":0.2561743531043254,"score_spread":0.2040237557959248,"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."}}