{"id":"W4317794536","doi":"10.3138/jvme-2022-0095","title":"Development and Evaluation of an Experiential Career Planning Assignment to Train Students to Assess Organizational Fit","year":2023,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workforce; Career planning; Medical education; Experiential learning; Career development; Workforce planning; Psychology; Lifelong learning; Pedagogy; Medicine; Political 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":[0.01742887,0.001018336,0.0006539748,0.001141181,0.001294156,0.001898825,0.002236747,0.001112061,0.002634161],"category_scores_gemma":[0.02627415,0.0005287376,0.0007423894,0.0005341369,0.0007236979,0.001058453,0.001700353,0.001886959,0.001026631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001475784,"about_ca_system_score_gemma":0.004322723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008341665,"about_ca_topic_score_gemma":0.001765343,"domain_scores_codex":[0.9924703,0.00360555,0.0005486269,0.0005113945,0.002110408,0.0007536764],"domain_scores_gemma":[0.979587,0.004797121,0.001233877,0.001414971,0.007727384,0.005239709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002714556,0.1396613,0.04160769,0.0006320268,0.00008213313,0.0004715801,0.01431829,0.007851765,0.02335054,0.00135551,0.004559198,0.7633955],"study_design_scores_gemma":[0.005551781,0.3622715,0.332653,0.0008895607,0.0004196322,0.001284957,0.03598494,0.09803294,0.09012597,0.005646624,0.06629433,0.0008446998],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.950864,0.00005520503,0.03213351,0.0004279151,0.0002694961,0.01154078,0.0001022844,0.0003817151,0.004225064],"genre_scores_gemma":[0.7750244,0.0002169912,0.2027267,0.0003255334,0.0001192265,0.01349782,0.0004123989,0.00006828023,0.007608633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01742887,"threshold_uncertainty_score":0.09217381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7059902157605004,"score_gpt":0.6371636651281236,"score_spread":0.06882655063237675,"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."}}