{"id":"W4207068329","doi":"","title":"Freedom from discrimination or freedom to discriminate? Discursive tensions within discrimination policies in medical education","year":2022,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Academic Medical Organization of Southwestern Ontario","keywords":"Framing (construction); Academic freedom; Public relations; Sociology; Equity (law); Political science; Higher education; Law","routes":{"ca_aff":false,"ca_fund":true,"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":[0.03959389,0.0004858984,0.0006914223,0.007118893,0.02527054,0.02164577,0.002044292,0.003931551,0.002203043],"category_scores_gemma":[0.0543284,0.0004574345,0.0003560467,0.006949535,0.09026445,0.0140102,0.008944382,0.006415208,0.0003397235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04774255,"about_ca_system_score_gemma":0.03289682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08565881,"about_ca_topic_score_gemma":0.08128667,"domain_scores_codex":[0.962136,0.02465851,0.001567984,0.00148872,0.007205742,0.002942962],"domain_scores_gemma":[0.9244303,0.0614163,0.005149651,0.002907279,0.00371376,0.002382607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001860844,0.00001300144,0.001577633,0.0001221168,0.000004932195,0.000156793,0.7799708,0.00005287964,0.0002233276,0.2028016,0.002449365,0.01260896],"study_design_scores_gemma":[0.00001430869,0.00001785742,0.005411709,0.001250459,0.00001348432,0.000161182,0.7266889,0.0002385767,0.000637017,0.0797973,0.1857191,0.00005016852],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4811586,0.01554173,0.008990535,0.2931105,0.001371922,0.0001692294,0.0002666483,0.00007077227,0.1993202],"genre_scores_gemma":[0.9886601,0.001714879,0.001270363,0.003941394,0.000219906,0.00004528504,0.00004155019,0.00003534126,0.004071177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08565881,"threshold_uncertainty_score":0.3463981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1079608869853166,"score_gpt":0.3674462016673609,"score_spread":0.2594853146820443,"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."}}