{"id":"W2078637393","doi":"10.3138/jvme.30.1.1","title":"Six Barriers to Veterinary Career Success","year":2003,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Veterinary medicine; Futures contract; Face (sociological concept); Medicine; State (computer science); Medical education; Public relations; Political science; Business; Sociology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01156041,0.0003148819,0.0005212493,0.001983021,0.01205965,0.01078374,0.002322128,0.003117033,0.02377364],"category_scores_gemma":[0.04192884,0.000424675,0.0003421195,0.001616743,0.0071803,0.003115753,0.009549531,0.005430595,0.003204431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004569568,"about_ca_system_score_gemma":0.01956877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01024885,"about_ca_topic_score_gemma":0.01956116,"domain_scores_codex":[0.9792509,0.007623932,0.0007962072,0.0008341451,0.004163614,0.007331169],"domain_scores_gemma":[0.9022698,0.02156527,0.006411744,0.001187866,0.007875584,0.06068984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003831353,0.001705885,0.3067652,0.0008512284,0.00008567357,0.003801724,0.121939,0.0004598799,0.0008899031,0.08760627,0.2317991,0.2437131],"study_design_scores_gemma":[0.00007827803,0.0005518723,0.1900601,0.002033898,0.00002358168,0.002518066,0.5006165,0.0006868096,0.0002636187,0.03741268,0.2655748,0.000179705],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5484298,0.006611345,0.001324891,0.3191406,0.001891431,0.0002103576,0.0003919723,0.0001316991,0.1218679],"genre_scores_gemma":[0.9762368,0.002076861,0.0007607431,0.008233074,0.0003755192,0.0001083844,0.0001366851,0.00005089099,0.01202107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02377364,"threshold_uncertainty_score":0.07953078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3495683347889937,"score_gpt":0.5451004027844076,"score_spread":0.1955320679954139,"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."}}