{"id":"W2983804371","doi":"10.3138/jvme.0418-044r","title":"An Examination of Myers-Briggs Type Indicator Personality, Gender, and Career Interests of Ontario Veterinary College Students","year":2019,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Preference; Feeling; Diversity (politics); Psychology; Extraversion and introversion; Medical education; Veterinary medicine; Personality; Medicine; Big Five personality traits; Social psychology; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008912456,0.0001751345,0.00024591,0.001392916,0.002405791,0.001097056,0.0004854447,0.0002656203,0.004553787],"category_scores_gemma":[0.003200814,0.0002418133,0.0004009421,0.002083157,0.0005065413,0.0003443407,0.000826345,0.0004613703,0.0005890996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004053893,"about_ca_system_score_gemma":0.005614395,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6082802,"about_ca_topic_score_gemma":0.8402957,"domain_scores_codex":[0.9993737,0.00007231216,0.00003624413,0.00006443708,0.0002593103,0.0001939636],"domain_scores_gemma":[0.9966228,0.0002637911,0.001128582,0.0001570083,0.0007562847,0.001071542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002048689,0.00002022663,0.9961219,0.000005846408,0.000005214832,0.00002126362,0.001125461,0.000007049976,0.0001134782,0.00002066392,0.0002567654,0.002281599],"study_design_scores_gemma":[9.833749e-7,0.0000150178,0.9985058,0.000002753066,0.000001316858,0.00001080327,0.001191808,0.00002100164,0.00001101508,0.000005566269,0.0002325213,0.000001355605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979314,0.00003616239,0.00003890811,0.00008936879,0.000004981639,0.00002347635,0.000569726,0.00000196167,0.001304084],"genre_scores_gemma":[0.9973657,0.0000777267,0.00008827273,0.00002868697,0.000005070853,0.00003072739,0.0003979671,0.000002014221,0.002003812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3917198,"threshold_uncertainty_score":0.7880535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3848538775932638,"score_gpt":0.5397785318162888,"score_spread":0.1549246542230249,"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."}}