{"id":"W3197509948","doi":"10.3138/jvme-2021-0051","title":"Exploring Valued Personality Traits in Practicing Veterinarians","year":2021,"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":"Agreeableness; Extraversion and introversion; Big Five personality traits; Likert scale; Openness to experience; Personality; Psychology; Descriptive statistics; Normality; Medicine; Family medicine; Veterinary medicine; Social psychology; Developmental psychology","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":[0.001790255,0.0002068559,0.0001781797,0.0008547552,0.000551432,0.000934171,0.0002677405,0.0003331676,0.001434941],"category_scores_gemma":[0.005429822,0.0002029181,0.0003226616,0.000487627,0.0002744706,0.0004380731,0.0007334459,0.0006401392,0.0002064227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003889973,"about_ca_system_score_gemma":0.0003497989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003044639,"about_ca_topic_score_gemma":0.00678149,"domain_scores_codex":[0.9993011,0.0002324067,0.00005761237,0.00007329255,0.0001928728,0.0001426785],"domain_scores_gemma":[0.9944562,0.001065218,0.002279777,0.0001914449,0.0005923149,0.001415009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003786641,0.00007161911,0.9928625,0.00001297223,0.00001869576,0.00005026564,0.00199531,0.00002463156,0.0002632253,0.00001947236,0.00008906897,0.004554322],"study_design_scores_gemma":[0.000001773994,0.00007659211,0.9971241,0.00000944261,0.000002615041,0.00006813062,0.002375615,0.0001108977,0.00003145088,0.00002826586,0.0001676791,0.00000328592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995028,0.00004016888,0.00005440647,0.00003884723,0.000003095061,0.000005233938,0.00002830903,7.547779e-7,0.0003264183],"genre_scores_gemma":[0.9996107,0.00003817082,0.0001295078,0.00002060807,0.000003484418,0.000006375474,0.00004775135,4.879482e-7,0.0001428864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003044639,"threshold_uncertainty_score":0.0094679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7464318384605539,"score_gpt":0.5827779685739135,"score_spread":0.1636538698866404,"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."}}