{"id":"W2589073757","doi":"10.3138/jvme.0316-055r","title":"Vocation, Belongingness, and Balance: A Qualitative Study of Veterinary Student Well-Being","year":2017,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Belongingness; Qualitative research; Feeling; Empathy; Graduation (instrument); Collegiality; Medical education; Population; Nature versus nurture; Mental health; Medicine; Veterinary medicine; Psychology; General partnership; Nursing; Social psychology; Pedagogy; Sociology; Political science; Psychiatry; Social 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003493954,0.0001838362,0.0005200338,0.0002157668,0.001256674,0.00003694438,0.000488584,0.0001318124,0.000332876],"category_scores_gemma":[0.00291402,0.0001540946,0.00006260872,0.0001072568,0.0002047526,0.0008769695,0.0003274767,0.0006737198,0.00001865248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001317417,"about_ca_system_score_gemma":0.001409894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001939548,"about_ca_topic_score_gemma":0.00001028283,"domain_scores_codex":[0.9962285,0.00121433,0.001260846,0.0002250277,0.0008080555,0.000263294],"domain_scores_gemma":[0.9952775,0.0008224768,0.002293946,0.0004579667,0.0008654035,0.000282693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001326567,0.005821038,0.1673394,0.0009170278,0.0004205134,0.00011991,0.7921608,9.514468e-7,0.0008137603,0.0004107094,0.008080583,0.02258871],"study_design_scores_gemma":[0.001843808,0.004812282,0.4645875,0.0009676774,0.0001090025,0.0004201295,0.5128021,0.00001046099,0.000002825946,0.0003221162,0.01397219,0.0001499454],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869989,0.0005881666,0.00005264769,0.006438597,0.003729399,0.0004381001,0.000001096908,0.00001059877,0.001742459],"genre_scores_gemma":[0.9969519,0.0007231244,0.0004077431,0.0004195012,0.0009114619,0.00008239487,0.000002946029,0.00001942026,0.0004814542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.297248,"threshold_uncertainty_score":0.9665444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3097962963823505,"score_gpt":0.6076750108917257,"score_spread":0.2978787145093753,"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."}}