{"id":"W3110605707","doi":"10.14293/s2199-1006.1.sor-.ppfxxc8.v1","title":"Gender bias in student evaluation of teaching or a mirage?","year":2020,"lang":"en","type":"article","venue":"","topic":"Teacher Professional Development and Motivation","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Outlier; Psychology; Gender bias; Statistics; Set (abstract data type); Social psychology; Demography; Mathematics; Computer science; Sociology","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":[0.002810113,0.00003416624,0.0000601794,0.00003594568,0.0000742031,0.00001002184,0.00008386064,0.00003376969,0.0007700711],"category_scores_gemma":[0.0008400322,0.0000253905,0.00001358631,0.0001494593,0.00001567248,0.0001269127,0.00002686983,0.00007873029,0.00001012007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001052935,"about_ca_system_score_gemma":0.000407522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003867363,"about_ca_topic_score_gemma":0.0008656445,"domain_scores_codex":[0.9985072,0.0005081031,0.0001501347,0.00009155001,0.0006625378,0.00008048832],"domain_scores_gemma":[0.9997491,0.00007653497,0.00004812283,0.00002745543,0.00006469252,0.00003411648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00003615591,0.0001212648,0.4016539,0.00001407783,0.00001703953,9.4585e-7,0.5158998,0.00007425512,0.0008638057,0.02860882,0.002231157,0.05047881],"study_design_scores_gemma":[0.0007955122,0.00002254119,0.9093948,0.00002781746,0.00001225982,3.101575e-8,0.08090657,0.0006472421,0.0002030414,0.001456023,0.006433466,0.0001007064],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9299148,0.00001486554,0.0002244464,0.002748944,0.00007780318,0.0002606303,1.605435e-7,0.00002079393,0.06673755],"genre_scores_gemma":[0.9977872,0.00000380848,0.0008882112,0.0003207911,0.00004603591,0.00001035396,0.000002236173,0.000002395566,0.0009389728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5077409,"threshold_uncertainty_score":0.8431739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5104356819139351,"score_gpt":0.4930687479157235,"score_spread":0.01736693399821154,"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."}}