{"id":"W3021948352","doi":"10.11157/fohpe.v21i1.443","title":"Focus on Methodology: A sense of sociomaterialism: How sociomaterial perspectives might illuminate health professions education","year":2020,"lang":"en","type":"article","venue":"Focus on Health Professional Education A Multi-Professional Journal","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Sociology; Context (archaeology); Health professionals; Epistemology; Burnout; Field (mathematics); Process (computing); Pedagogy; Engineering ethics; Health care; Psychology; Philosophy; Political science; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05959119,0.001272736,0.0009957966,0.006761596,0.009187641,0.02147428,0.002700994,0.005564389,0.00456495],"category_scores_gemma":[0.03839407,0.0007763528,0.0009910804,0.004015883,0.1070596,0.0219621,0.01332927,0.006911505,0.0007587867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005649441,"about_ca_system_score_gemma":0.006918569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001995737,"about_ca_topic_score_gemma":0.002502457,"domain_scores_codex":[0.9428176,0.05110972,0.0009832847,0.001799466,0.002370219,0.0009196776],"domain_scores_gemma":[0.9236777,0.06380137,0.003142969,0.005791933,0.002369948,0.00121612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001817769,0.00004152636,0.0009528715,0.0003573883,0.00001821718,0.0003179596,0.1687216,0.0001698612,0.0004917763,0.8176923,0.001459857,0.009758431],"study_design_scores_gemma":[0.0000236924,0.00007711866,0.0007957848,0.001582239,0.00002371885,0.0007104243,0.08214495,0.0008262756,0.0008192214,0.7605075,0.1524423,0.00004683876],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.05617441,0.01972812,0.6096902,0.1337856,0.002778823,0.0006353274,0.0002362152,0.0002641988,0.1767071],"genre_scores_gemma":[0.8341752,0.007596963,0.1335546,0.0111825,0.001542274,0.001222179,0.0001091013,0.0003252974,0.01029201],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.05959119,"threshold_uncertainty_score":0.3151521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2790720759455956,"score_gpt":0.5549064140759095,"score_spread":0.2758343381303138,"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."}}