{"id":"W4250994446","doi":"10.3138/jvme.32.4.385","title":"Paradigm Lost","year":2005,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Medical education; Medicine; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.014369,0.0009006367,0.0008458389,0.001824251,0.006253349,0.01438451,0.002605338,0.00700558,0.07345299],"category_scores_gemma":[0.0195312,0.0003343968,0.0006173321,0.0009551289,0.01851968,0.01702327,0.009249891,0.01726427,0.0211429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008054166,"about_ca_system_score_gemma":0.01549597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004170428,"about_ca_topic_score_gemma":0.005318049,"domain_scores_codex":[0.9934239,0.002228334,0.000191486,0.001052119,0.002221224,0.000882943],"domain_scores_gemma":[0.9839911,0.00405188,0.0004783416,0.001420866,0.004757258,0.005300466],"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":[0.00003359332,0.00005290699,0.0001337046,0.0001005231,0.000006296113,0.00005492115,0.001034304,0.000054271,0.0001905301,0.578726,0.3798535,0.03975942],"study_design_scores_gemma":[0.00001227375,0.00002568969,0.0001352108,0.0001898025,0.000003183994,0.00009147901,0.001443749,0.00008308457,0.00008139866,0.1642372,0.8336858,0.00001102887],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001992755,0.01017254,0.005862367,0.7043713,0.04150782,0.00003978551,0.0001686352,0.000161082,0.2357238],"genre_scores_gemma":[0.1140642,0.01284651,0.006120577,0.4591765,0.02354313,0.0002308319,0.000298091,0.0004759615,0.3832443],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07345299,"threshold_uncertainty_score":0.2457247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06544366082421434,"score_gpt":0.3980112004720198,"score_spread":0.3325675396478054,"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."}}