{"id":"W3179705095","doi":"","title":"Meditations on ethical learning","year":2021,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Ethics in medical practice","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Class (philosophy); Engineering ethics; Public health; Psychology; Medical education; Sociology; Pedagogy; Medicine; Epistemology; Philosophy; Nursing; Engineering","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":[0.001642518,0.0004945202,0.0002341291,0.0003179832,0.00304726,0.002195403,0.0005063045,0.001503027,0.007423522],"category_scores_gemma":[0.008362708,0.0001185083,0.0003403859,0.0001929825,0.007575653,0.002218019,0.003106752,0.009323969,0.001551559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007488653,"about_ca_system_score_gemma":0.0005167449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000455952,"about_ca_topic_score_gemma":0.0009607198,"domain_scores_codex":[0.9981199,0.001304343,0.00002254016,0.0001072144,0.0002614801,0.0001845133],"domain_scores_gemma":[0.9964153,0.002362365,0.0002301096,0.0002267055,0.0002004336,0.000565168],"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":[0.0006921884,0.00112902,0.001615587,0.001100599,0.0000936987,0.001128561,0.2519649,0.0007525076,0.009641592,0.3020491,0.2542738,0.1755585],"study_design_scores_gemma":[0.0001040354,0.0005467715,0.004592556,0.001108205,0.00003071455,0.0009764245,0.07006682,0.0004756576,0.002645691,0.08671287,0.8326834,0.00005680243],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.169349,0.02358433,0.01102714,0.1764597,0.02889382,0.0001431951,0.0001309986,0.0002893691,0.5901225],"genre_scores_gemma":[0.8650342,0.01281262,0.006418714,0.04138126,0.008252993,0.0002188472,0.00006851392,0.0001812965,0.06563164],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.007423522,"threshold_uncertainty_score":0.02483416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5904132503767373,"score_gpt":0.7357978775778649,"score_spread":0.1453846272011275,"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."}}