{"id":"W3104413554","doi":"10.1111/medu.14414","title":"Emancipatory knowledge and epistemic reflexivity: The knowledge and practice for change?","year":2020,"lang":"en","type":"letter","venue":"Medical Education","topic":"Innovative Education and Learning Practices","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; The Wilson Centre; University of Toronto; McGill University Health Centre; St. Michael's Hospital","funders":"","keywords":"Reflexivity; Epistemology; Sociology; Psychology; Social science; Philosophy","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003729972,0.0001838575,0.0002330455,0.0001034243,0.0009775573,0.0001669448,0.0002813945,0.0005242478,0.0002592406],"category_scores_gemma":[0.03728538,0.0001459026,0.00003861546,0.0003603678,0.0007652296,0.0003736154,0.00006900822,0.001598073,0.00007180471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000162154,"about_ca_system_score_gemma":0.004869971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003939165,"about_ca_topic_score_gemma":0.0003792972,"domain_scores_codex":[0.9966468,0.001927527,0.0002742115,0.0004225766,0.0004390086,0.0002898476],"domain_scores_gemma":[0.9931282,0.005568459,0.0004093635,0.0001835211,0.0005663459,0.0001441545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001100396,0.00009685911,0.00004620309,0.0002508239,0.00002130336,0.000001000699,0.07644736,5.965402e-10,4.66546e-7,0.004479141,0.8508334,0.0678125],"study_design_scores_gemma":[0.0001068095,0.000048166,0.0002400196,0.0001746832,0.00008343568,0.00001030501,0.01092361,0.00001174521,3.582516e-7,0.0006763266,0.9875545,0.0001700451],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001404103,0.007726476,0.00006048186,0.9574157,0.003908562,0.0007961139,0.000003607712,0.00005524411,0.02989341],"genre_scores_gemma":[0.006060259,0.001780438,0.0002721873,0.9442129,0.02963994,0.0008646368,0.0001201659,0.00003955177,0.01700993],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1367212,"threshold_uncertainty_score":0.9708239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1932270512370214,"score_gpt":0.5148620438598316,"score_spread":0.3216349926228102,"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."}}