{"id":"W6911247958","doi":"10.5281/zenodo.10783764","title":"Did We Create Brave Spaces? A study protocol of a realist evaluation project in health professions education faculty development","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Cultural Competency in Health Care","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Faculty development; Curriculum; Protocol (science); Thematic analysis; Indigenous; Higher education; Work (physics); Subject (documents); Curriculum development","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004433597,0.0001184329,0.0001647374,0.0003548482,0.002017327,0.0004864415,0.0004860186,0.0000573322,0.001744225],"category_scores_gemma":[0.001389732,0.0001061207,0.00003085044,0.001502707,0.0001036677,0.0003161075,0.0003100597,0.0002861717,0.000313037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001270872,"about_ca_system_score_gemma":0.0005702003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002728317,"about_ca_topic_score_gemma":0.0004060545,"domain_scores_codex":[0.9954882,0.002325055,0.0005155103,0.0004053515,0.0009239822,0.000341907],"domain_scores_gemma":[0.9983543,0.00004065294,0.000189054,0.0002267503,0.001055566,0.0001337004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001276675,0.001046968,0.0002210026,0.001555961,0.00003497618,0.000004456517,0.4918407,0.0000255217,0.0001516335,0.009441666,0.07512745,0.420422],"study_design_scores_gemma":[0.0003760546,0.0002945704,0.003972964,0.0006445352,0.000006245979,0.000003703336,0.05874995,0.0001442951,0.0000229379,0.0002265719,0.9354365,0.0001216439],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.1146075,0.0004287649,0.0003170087,0.02865472,0.000988842,0.6162356,0.0003479803,0.002538269,0.2358814],"genre_scores_gemma":[0.992449,0.00005867671,0.0008306314,0.0001038512,0.0002770714,0.0006168392,0.001422898,0.0006768186,0.003564173],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8778416,"threshold_uncertainty_score":0.9992819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2001103700232387,"score_gpt":0.4702599745642098,"score_spread":0.2701496045409711,"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."}}