{"id":"W3211179830","doi":"","title":"Gender-roles, learning styles and student perceptions of \"best\" professors: some preliminary research findings","year":2014,"lang":"en","type":"article","venue":"Saint Mary's University Institutional Repository (Saint Mary's University)","topic":"Emotional Intelligence and Performance","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Perception; Social psychology; Mathematics education","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001914849,0.0001683912,0.000257247,0.0006568037,0.001300437,0.001449382,0.0003320194,0.0002716266,0.003098941],"category_scores_gemma":[0.004466361,0.0001622777,0.0002213297,0.0005281599,0.0009985369,0.0004165916,0.0005195215,0.0005798377,0.0002844811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001104797,"about_ca_system_score_gemma":0.001740744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04564168,"about_ca_topic_score_gemma":0.1467781,"domain_scores_codex":[0.9992812,0.0001793916,0.00004257252,0.0000555503,0.0002678373,0.0001735446],"domain_scores_gemma":[0.993956,0.002049328,0.001061051,0.0001287101,0.001062547,0.001742354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008580398,0.0001597814,0.9864185,0.00001108643,0.00001393834,0.00004254047,0.007832454,0.0000282948,0.0004861196,0.00005663282,0.0001034434,0.004761355],"study_design_scores_gemma":[0.000004875761,0.0001291553,0.9831409,0.000008253393,0.000009292166,0.00003857852,0.01593814,0.00008846221,0.0002739766,0.0000519635,0.000310892,0.000005368936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996445,0.00001683056,0.00001632196,0.00002214512,8.499248e-7,0.000002460737,0.00002018787,4.006744e-7,0.0002763478],"genre_scores_gemma":[0.9994963,0.00002682632,0.00002851298,0.00002422135,0.000002029903,0.000003498916,0.00002864309,8.448986e-7,0.0003890787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04564168,"threshold_uncertainty_score":0.09075207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04756334217160108,"score_gpt":0.3118680236997725,"score_spread":0.2643046815281714,"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."}}