{"id":"W2901230393","doi":"10.7202/1070747ar","title":"The Cynical Educator (Ansgar Allen)","year":2020,"lang":"en","type":"article","venue":"Philosophical Inquiry in Education","topic":"Ethics in medical practice","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pedagogy; Psychology; Philosophy; Mathematics education; Epistemology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007079179,0.0013302,0.001181717,0.002072326,0.007367924,0.007296328,0.002028805,0.0120832,0.01523227],"category_scores_gemma":[0.04367209,0.000842642,0.0005603047,0.000674116,0.005125321,0.004848837,0.005031917,0.02534402,0.01196649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004163135,"about_ca_system_score_gemma":0.008494612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007164386,"about_ca_topic_score_gemma":0.01441651,"domain_scores_codex":[0.9930314,0.002080214,0.0004548364,0.001320625,0.002575279,0.0005376015],"domain_scores_gemma":[0.972706,0.00882856,0.001486294,0.0007127335,0.008589651,0.007676739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001183619,0.00001782658,0.0001330299,0.00005186621,0.000004395236,0.00007867617,0.000287892,0.00002128498,0.00007496108,0.002416857,0.9897894,0.007111956],"study_design_scores_gemma":[0.00001822815,0.00002167501,0.0005544769,0.0003643909,0.000007603726,0.0004859151,0.001152986,0.0001683313,0.0001571961,0.004347748,0.9926939,0.00002751426],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0004340037,0.01168106,0.001118468,0.8717037,0.1072036,0.00002996455,0.00002783455,0.0001299477,0.007671386],"genre_scores_gemma":[0.01053459,0.006940276,0.002501412,0.8000527,0.04145744,0.0001657076,0.00004731641,0.0003300709,0.1379704],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01523227,"threshold_uncertainty_score":0.05095702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2520280654165288,"score_gpt":0.5422812986611625,"score_spread":0.2902532332446336,"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."}}