{"id":"W109904685","doi":"","title":"UPDATE ON THE SCVMA","year":2003,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Attendance; Management; Library science; Section (typography); Medical education; Sociology; Political science; Medicine; Computer science; Advertising; Law; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01503355,0.001145307,0.001363712,0.01314337,0.003614469,0.01043634,0.006460192,0.008157132,0.09100464],"category_scores_gemma":[0.07588232,0.0009142639,0.002118993,0.0151484,0.001254219,0.005382645,0.004961021,0.009380783,0.05860085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01289526,"about_ca_system_score_gemma":0.05143654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1660196,"about_ca_topic_score_gemma":0.2075298,"domain_scores_codex":[0.986044,0.001676774,0.001463301,0.0006937371,0.008473059,0.001649028],"domain_scores_gemma":[0.8988742,0.006679871,0.003167146,0.00406041,0.07353372,0.01368462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008973122,0.000008466769,0.0001772157,0.0001251248,0.000003838424,0.00001611296,0.0000161488,0.00001812264,0.00001227796,0.000520264,0.9763376,0.02275571],"study_design_scores_gemma":[0.000003454794,0.000003192055,0.0003766301,0.0002971413,0.000003037301,0.00002169056,0.00001409947,0.00000905761,0.00001031902,0.00009852212,0.9991581,0.000004728281],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001389473,0.0786984,0.002965117,0.2862465,0.2633219,0.001113215,0.03457225,0.003701462,0.3279918],"genre_scores_gemma":[0.01251836,0.120726,0.01332266,0.1432082,0.08438543,0.002833032,0.09329143,0.003233869,0.526481],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1660196,"threshold_uncertainty_score":0.3301066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1881389429571356,"score_gpt":0.3950541416421914,"score_spread":0.2069151986850558,"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."}}