{"id":"W1977144508","doi":"10.2460/javma.2001.219.924","title":"Survey of veterinary technical and professional skills in students and recent graduates of a veterinary college","year":2001,"lang":"en","type":"article","venue":"Journal of the American Veterinary Medical Association","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Competence (human resources); Feeling; Curriculum; Medical education; Medicine; Perception; Psychology; Nursing; Veterinary medicine; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005900559,0.0001794998,0.0008062217,0.0002023609,0.0002080606,0.000005698995,0.0003714999,0.0001661417,0.00007770257],"category_scores_gemma":[0.005125046,0.0001263501,0.00008097489,0.0006813604,0.0003208735,0.0002384379,0.0006620289,0.0009161065,0.00000254308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003182048,"about_ca_system_score_gemma":0.0004221599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002685359,"about_ca_topic_score_gemma":0.0000366623,"domain_scores_codex":[0.9936337,0.003134428,0.001449829,0.000192781,0.001257081,0.0003321121],"domain_scores_gemma":[0.99274,0.003402582,0.002963336,0.00019457,0.0005326167,0.0001669206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002251589,0.0009810072,0.9818178,0.0001437496,0.0001383973,0.0001025295,0.001518305,6.221121e-7,0.003758914,0.000005288203,0.002813309,0.006468508],"study_design_scores_gemma":[0.001439389,0.003724108,0.9839966,0.000761454,0.00004236676,0.0004929196,0.002800621,0.00001210797,0.000006062969,0.00004958451,0.006563052,0.0001116805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919906,0.0004275221,0.000004879078,0.006243046,0.0008518885,0.0003360732,0.00003386523,0.000006960985,0.000105159],"genre_scores_gemma":[0.9925428,0.006259989,0.0002306566,0.0005423773,0.0001239226,0.00002105417,0.000003002412,0.00001659627,0.0002596082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006356827,"threshold_uncertainty_score":0.6135529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1887538589690746,"score_gpt":0.514457807894991,"score_spread":0.3257039489259164,"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."}}