{"id":"W2131233987","doi":"10.1136/vr.g7829","title":"Registering vets from overseas","year":2010,"lang":"en","type":"article","venue":"Veterinary Record","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Economic shortage; Public relations; Political science; Business; History; Government (linguistics)","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":[0.01147932,0.0005160155,0.0003812259,0.001967374,0.003049636,0.003476491,0.001549162,0.003364519,0.05100564],"category_scores_gemma":[0.03398784,0.0004652361,0.0005141993,0.001601956,0.001902377,0.005822231,0.004129573,0.002778218,0.02690154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001137187,"about_ca_system_score_gemma":0.003678128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008106246,"about_ca_topic_score_gemma":0.01294653,"domain_scores_codex":[0.9889286,0.003450467,0.001264816,0.0008703981,0.004184959,0.001300681],"domain_scores_gemma":[0.9633299,0.007575185,0.005418097,0.004919644,0.01183421,0.00692311],"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":[0.00007931823,0.0001683682,0.02339474,0.0005772702,0.00001051565,0.000890652,0.00590867,0.00008701856,0.003378102,0.002619163,0.6231987,0.3396875],"study_design_scores_gemma":[0.00001817323,0.0002914405,0.01316782,0.0005825351,0.00000589499,0.001672854,0.004353541,0.00009945785,0.0006735983,0.0006275412,0.9784703,0.00003681303],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09015458,0.01796435,0.01590794,0.4391736,0.06145637,0.001072793,0.001546744,0.002608703,0.370115],"genre_scores_gemma":[0.1751099,0.02633099,0.01262067,0.1422401,0.01687284,0.0004366283,0.002779732,0.0006868289,0.6229224],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05100564,"threshold_uncertainty_score":0.1706308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.387901692367796,"score_gpt":0.5146738060721745,"score_spread":0.1267721137043785,"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."}}