{"id":"W2730835723","doi":"10.3138/jvme.0216-031r1","title":"Factors Associated with Veterinary Clinical Faculty Attrition","year":2017,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Attrition; Respondent; Medicine; Veterinary medicine; Medical education; Family medicine; Dentistry","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":[0.007329298,0.0001338939,0.0003291216,0.001157522,0.001391483,0.001083573,0.0007882276,0.0005122694,0.003610539],"category_scores_gemma":[0.04675179,0.00015587,0.0003914299,0.001734661,0.0005116106,0.0005051509,0.001441331,0.00116213,0.0003849673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001095895,"about_ca_system_score_gemma":0.00335233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005813391,"about_ca_topic_score_gemma":0.006550591,"domain_scores_codex":[0.990875,0.003101459,0.001271199,0.0003188283,0.002996019,0.001437512],"domain_scores_gemma":[0.9466009,0.01648976,0.02101401,0.001320337,0.006964749,0.007610337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005187498,0.00008104368,0.9901842,0.00003936435,0.00001136052,0.00007626794,0.000939589,0.00004347,0.00008575648,0.00004217921,0.000394578,0.008050305],"study_design_scores_gemma":[0.00000399851,0.0001324478,0.9935755,0.00005778718,0.000009404752,0.0002680904,0.004463395,0.0002610017,0.00009173501,0.00007437888,0.001053752,0.000008371304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971563,0.0003842028,0.0001959477,0.0009858245,0.00001935794,0.00002627761,0.00008702502,0.000007321357,0.001137708],"genre_scores_gemma":[0.9989262,0.0001684077,0.0001937008,0.0001676339,0.0000322601,0.00002127865,0.00009789923,0.00000354073,0.0003889868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007329298,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8695410827166411,"score_gpt":0.663756093321368,"score_spread":0.2057849893952731,"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."}}