{"id":"W2914770685","doi":"10.3138/jvme.0917-134r","title":"Student Experiences in Practice-Based Small Animal Clerkships","year":2019,"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":"Medical education; Psychology; Medicine; Test (biology)","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":[0.003182603,0.0003152472,0.0004484868,0.0005487276,0.002639553,0.002622305,0.0008140125,0.00122584,0.003299514],"category_scores_gemma":[0.01122666,0.0003533239,0.0003435097,0.0003674811,0.001290391,0.0008922533,0.00285451,0.001544286,0.0006942598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001086956,"about_ca_system_score_gemma":0.001304952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00175027,"about_ca_topic_score_gemma":0.004925522,"domain_scores_codex":[0.9967526,0.001441075,0.0001757202,0.0002052863,0.0005774848,0.0008477892],"domain_scores_gemma":[0.9880996,0.002446084,0.001308552,0.0003801626,0.001371335,0.006394296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006709724,0.004168144,0.4881157,0.0003658297,0.00007099101,0.003769442,0.4139648,0.0006369395,0.00633572,0.0006865632,0.004540622,0.07667425],"study_design_scores_gemma":[0.00005475835,0.006971905,0.2989356,0.0002521897,0.00004707136,0.00398035,0.6581439,0.001177455,0.003005694,0.000352468,0.02694193,0.000136754],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989836,0.00007303549,0.0001111692,0.0001668828,0.00001891808,0.00001379032,0.00001131476,0.000006437812,0.0006148536],"genre_scores_gemma":[0.9982429,0.0001030792,0.0001561603,0.0001219219,0.00001383408,0.00001368916,0.0000250585,0.0000041982,0.001319221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003299514,"threshold_uncertainty_score":0.0168314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4109413101424768,"score_gpt":0.5743600284519543,"score_spread":0.1634187183094775,"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."}}