{"id":"W1984506446","doi":"10.3138/jvme.32.4.454","title":"Towards a Humane Veterinary Education","year":2005,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Veterinary medicine; Veterinary education; Dignity; Ethos; Harm; Quality (philosophy); Medical education; Engineering ethics; Medicine; Curriculum; Psychology; Pedagogy; Political science; Engineering","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":[0.01746753,0.0004916612,0.000584697,0.001365501,0.00418091,0.01006554,0.001321471,0.007161137,0.01233757],"category_scores_gemma":[0.01267298,0.000363697,0.000528566,0.0006371897,0.01523758,0.007172779,0.01316924,0.01114019,0.006199264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00306453,"about_ca_system_score_gemma":0.01583476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002141943,"about_ca_topic_score_gemma":0.002997914,"domain_scores_codex":[0.9862306,0.00694852,0.0003858743,0.0008824078,0.004487634,0.001065011],"domain_scores_gemma":[0.9865127,0.003798212,0.001202561,0.001061892,0.002487484,0.004937158],"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":[0.00003891531,0.0007704307,0.004078527,0.001613561,0.00003877883,0.0004203343,0.02572702,0.0006976333,0.003358542,0.5170529,0.1650396,0.2811639],"study_design_scores_gemma":[0.00001456496,0.0001498259,0.002263477,0.00140267,0.000004840166,0.0005246576,0.004851468,0.0001390098,0.0003210928,0.06207785,0.9282227,0.00002791828],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01464243,0.03114382,0.04191682,0.6221049,0.00542355,0.000285462,0.00008033992,0.0003878202,0.2840148],"genre_scores_gemma":[0.3638218,0.05000038,0.1622854,0.261345,0.005169762,0.0006293559,0.0002443835,0.000305957,0.1561978],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01746753,"threshold_uncertainty_score":0.0923782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4165889576652861,"score_gpt":0.5844420179044543,"score_spread":0.1678530602391682,"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."}}