{"id":"W2905288728","doi":"10.3138/jvme.0517-067r1","title":"The Veterinary Identity: A Time and Context Model","year":2018,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identity (music); Competence (human resources); Psychology; Context (archaeology); Social psychology; Public relations; 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":[0.001824673,0.0003531796,0.0002674874,0.001283832,0.003150891,0.005362721,0.001398468,0.00156487,0.009638863],"category_scores_gemma":[0.003734459,0.0002733055,0.000678863,0.001124983,0.005013145,0.00681286,0.004399918,0.002064461,0.001197075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004091805,"about_ca_system_score_gemma":0.004015174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009033148,"about_ca_topic_score_gemma":0.006457895,"domain_scores_codex":[0.9988434,0.0006736629,0.00004191407,0.0001402913,0.0001590472,0.0001415385],"domain_scores_gemma":[0.998265,0.0007901377,0.0002505295,0.0001307857,0.0002044744,0.00035915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003748445,0.00006209656,0.003117046,0.00006214774,0.000008087908,0.0007657489,0.01669295,0.00265908,0.0002005972,0.9606156,0.001300161,0.01447903],"study_design_scores_gemma":[0.00005324553,0.0002252867,0.005172081,0.000435681,0.00005625812,0.001900353,0.04378884,0.03062388,0.0004601994,0.7152784,0.2019206,0.00008507524],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.162703,0.003928744,0.2149769,0.02776271,0.0009275706,0.0004213866,0.0005446833,0.0002129013,0.5885221],"genre_scores_gemma":[0.9589515,0.00143983,0.02160708,0.0004978877,0.0001163214,0.0002097135,0.0001334334,0.0000400086,0.01700418],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009638863,"threshold_uncertainty_score":0.03224528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3939074944686333,"score_gpt":0.5654510461318214,"score_spread":0.1715435516631881,"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."}}