{"id":"W3033024623","doi":"10.3138/jvme-2020-0021","title":"Inter-Institutional Collaboration in Veterinary Medical Education","year":2020,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; Vietnamese; Veterinary medicine; Medical education; Veterinary education; Teaching method; Medicine; Mathematics education; Psychology; Pedagogy; Political science; Curriculum","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":[0.03565888,0.0002120416,0.0002160318,0.001368441,0.006140667,0.006534723,0.001563534,0.001636122,0.01005575],"category_scores_gemma":[0.02737613,0.0002737438,0.0002409972,0.001992413,0.003686226,0.003326628,0.01755347,0.002412156,0.001345716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003969311,"about_ca_system_score_gemma":0.03374583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001627698,"about_ca_topic_score_gemma":0.005467574,"domain_scores_codex":[0.9477398,0.04342677,0.001299722,0.001160685,0.001985706,0.004387299],"domain_scores_gemma":[0.9232926,0.02487788,0.005365598,0.003054846,0.004073254,0.03933585],"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":[0.0003374464,0.002466755,0.07554769,0.001537995,0.00008826917,0.002633202,0.1060733,0.001951155,0.001217988,0.05272055,0.02979575,0.7256299],"study_design_scores_gemma":[0.0002470471,0.002386361,0.08085977,0.003979119,0.00004241623,0.002385533,0.2710778,0.00177201,0.001257743,0.04059485,0.5952712,0.0001262627],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6278508,0.02041402,0.04174615,0.1013914,0.00357266,0.002605487,0.0002037992,0.0004849695,0.2017307],"genre_scores_gemma":[0.9713719,0.002039756,0.01141322,0.002420278,0.0002446453,0.0003860489,0.00008009145,0.00002729677,0.01201672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03565888,"threshold_uncertainty_score":0.1885844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.344650516987169,"score_gpt":0.5637840496762342,"score_spread":0.2191335326890652,"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."}}