{"id":"W2132305059","doi":"10.47678/cjhe.v43i1.1929","title":"Gender and speciality in business management education","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Higher Education","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Referent; sort; Higher education; Set (abstract data type); Business education; Gender studies; Sociology; Psychology; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008721997,0.00008277762,0.0001688481,0.0008549128,0.002805319,0.001590901,0.0002976206,0.0002969271,0.01589644],"category_scores_gemma":[0.002961414,0.00006506886,0.0001245589,0.0009477843,0.001379045,0.0007705354,0.001470144,0.0005982096,0.0006233545],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002524328,"about_ca_system_score_gemma":0.003051089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08288822,"about_ca_topic_score_gemma":0.2510693,"domain_scores_codex":[0.9989756,0.000221744,0.00002748878,0.00004735199,0.0002100494,0.0005177362],"domain_scores_gemma":[0.9973401,0.000359814,0.0002904093,0.00004383041,0.0002319121,0.001733856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001487066,0.0002302212,0.7812286,0.0001371499,0.00002943677,0.001224979,0.05140338,0.0001419264,0.0009689214,0.05485549,0.01864368,0.09098746],"study_design_scores_gemma":[0.000008685693,0.0000762799,0.829423,0.0003330158,0.00001326832,0.0006872351,0.07010761,0.0001499183,0.0002135558,0.006153997,0.09281807,0.00001534545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9044934,0.002945614,0.0001973042,0.007367197,0.0002291649,0.00001565483,0.0001419254,0.000008717239,0.08460114],"genre_scores_gemma":[0.9917808,0.0006092369,0.00005333413,0.0003339631,0.0000401989,0.000003769542,0.0000395257,0.00000344521,0.007135756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9974757,"threshold_uncertainty_score":0.1648115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07152764374205076,"score_gpt":0.3015780954942092,"score_spread":0.2300504517521584,"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."}}