{"id":"W2088835415","doi":"10.3138/jvme.32.4.555","title":"Practice-Based Education at Michigan State University","year":2005,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical education; State (computer science); Higher education; Political science; Pedagogy; Sociology; Medicine; Computer science","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":[0.0009954429,0.0006535253,0.0002321616,0.0009620461,0.003236712,0.001707178,0.001188313,0.001144196,0.1400625],"category_scores_gemma":[0.00194626,0.0003575093,0.0002828095,0.0005162034,0.0005390001,0.000822863,0.003249517,0.001659478,0.01498217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002202939,"about_ca_system_score_gemma":0.01087932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005615221,"about_ca_topic_score_gemma":0.02852058,"domain_scores_codex":[0.998899,0.0002597721,0.00005539032,0.0001911169,0.0003726137,0.0002221158],"domain_scores_gemma":[0.9949588,0.0001748932,0.000146457,0.0001717546,0.0006849807,0.003863079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001923443,0.005351574,0.03727885,0.00033554,0.00002699294,0.001364281,0.002798193,0.0004632155,0.00731532,0.003567243,0.352381,0.5889254],"study_design_scores_gemma":[0.000118173,0.002517212,0.1120699,0.001085312,0.00002519074,0.002408789,0.00378796,0.002184592,0.003268161,0.003730285,0.8687291,0.0000753624],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3198404,0.004889627,0.01216134,0.06146824,0.002479679,0.001543069,0.001730002,0.002544998,0.5933427],"genre_scores_gemma":[0.3962525,0.006138724,0.03743254,0.01344302,0.001390877,0.001762446,0.00188855,0.0002840297,0.5414074],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1400625,"threshold_uncertainty_score":0.4685557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0497957830980383,"score_gpt":0.4474894169851406,"score_spread":0.3976936338871023,"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."}}