{"id":"W3009048362","doi":"10.3138/jvme.2018-0021","title":"Student Involvement in Global Veterinary Education and Curricula: 7 Years of Progress (2013–2019)","year":2020,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Veterinary education; Vocational education; Veterinary medicine; Medical education; One Health; TUTOR; Medicine; Psychology; Public health; Pedagogy; Nursing","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":[0.009974506,0.0006476686,0.0005798703,0.00315791,0.001257206,0.004122134,0.001342862,0.001624774,0.0111913],"category_scores_gemma":[0.007255681,0.0003029307,0.001090937,0.002243458,0.0006606621,0.0034799,0.00843248,0.001889678,0.004186188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002693493,"about_ca_system_score_gemma":0.009989567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01817129,"about_ca_topic_score_gemma":0.01907315,"domain_scores_codex":[0.9958451,0.0004123445,0.0002262499,0.0001783101,0.001629775,0.001708122],"domain_scores_gemma":[0.9913046,0.0003762634,0.001085115,0.0001883957,0.002807662,0.004238056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009023057,0.001649809,0.2737305,0.001891857,0.0001616391,0.0004415174,0.00723596,0.000629953,0.0007641424,0.001984284,0.08961445,0.6209936],"study_design_scores_gemma":[0.00004017329,0.001348424,0.8390917,0.001305919,0.00007982102,0.000351549,0.01049343,0.0005868486,0.0009049614,0.0003969218,0.1453253,0.00007501795],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8798636,0.01541977,0.003141459,0.02276286,0.004745056,0.0008726216,0.02998999,0.000977784,0.04222688],"genre_scores_gemma":[0.9334834,0.009976526,0.002626495,0.002156144,0.0008794711,0.0007774989,0.03320427,0.0001230775,0.01677311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01817129,"threshold_uncertainty_score":0.05275089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2633047672673327,"score_gpt":0.5487608131546683,"score_spread":0.2854560458873356,"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."}}