{"id":"W1512356012","doi":"10.47925/2013.146","title":"Physicians in Philosophy of Education: From Cameo Appearance to Leading Role","year":2013,"lang":"en","type":"article","venue":"Philosophy of education","topic":"Ethics in medical practice","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Philosophy of education; Argument (complex analysis); Medical education; CLARITY; Normative; Reading (process); Pedagogy; Medicine; Sociology; Epistemology; Higher education; Political science; Philosophy; Law","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008675313,0.0001696907,0.0003885055,0.0002769893,0.0002118965,0.000006530204,0.000401672,0.0002403113,0.0004515019],"category_scores_gemma":[0.002793031,0.0001852008,0.00006299495,0.0006067916,0.000162627,0.0004661461,0.0000793098,0.001409952,0.0009667232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002168655,"about_ca_system_score_gemma":0.001282746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004426226,"about_ca_topic_score_gemma":0.00008510577,"domain_scores_codex":[0.9972424,0.0007755306,0.0008486173,0.0003724768,0.0004640483,0.0002969511],"domain_scores_gemma":[0.9964809,0.001427394,0.0006443295,0.0006150697,0.0006758939,0.0001563445],"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":[0.0002106509,0.006190431,0.092489,0.003012469,0.0001136893,3.9661e-7,0.09963239,0.00008545461,0.04021072,0.630176,0.03192993,0.09594888],"study_design_scores_gemma":[0.0002915867,0.00007611843,0.04531336,0.003337493,0.000026811,2.148393e-7,0.008995852,0.00003557876,0.00073726,0.9381382,0.002839075,0.0002084249],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6236338,0.001332668,0.0001982796,0.09149252,0.003452901,0.001686363,0.00001816041,0.00004140094,0.2781439],"genre_scores_gemma":[0.986124,0.00005027933,0.003423168,0.007113027,0.002342094,0.0004934003,0.00003354282,0.00003254624,0.0003878805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3624903,"threshold_uncertainty_score":0.9998111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07027923608489177,"score_gpt":0.4487099291823691,"score_spread":0.3784306930974773,"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."}}