{"id":"W2409746354","doi":"","title":"Letters to the Editor ◆ Lettres a La Rédaction: Canadian veterinarians lead the way","year":2001,"lang":"en","type":"article","venue":"Canadian veterinary journal","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Redaction; Philosophy; Classics; History; Theology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001501039,0.0002811492,0.0002369529,0.0004110457,0.0077947,0.0002266893,0.0007560306,0.0001539232,0.001929557],"category_scores_gemma":[0.0003457396,0.0001831624,0.0001264615,0.0004859505,0.0001440019,0.0004432771,0.00008851,0.001652996,0.001946036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001738969,"about_ca_system_score_gemma":0.002522816,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5005901,"about_ca_topic_score_gemma":0.7411636,"domain_scores_codex":[0.9964042,0.001160438,0.0004985303,0.000288601,0.0003054072,0.001342882],"domain_scores_gemma":[0.9969922,0.0006323882,0.0001930649,0.0005798421,0.0002098361,0.001392671],"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":[0.0001049331,0.00001232588,0.003228966,0.00001287889,0.00009009985,0.001408472,0.01138977,0.00002363055,0.0004113479,0.00008195232,0.9790105,0.004225112],"study_design_scores_gemma":[0.0002351763,0.0003083955,0.03085034,0.00008349855,0.0000332956,0.006903618,0.01943856,0.00000704971,2.741041e-7,0.00002243153,0.9418952,0.000222201],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5356179,0.000303883,0.00007819389,0.4214061,0.01935619,0.0005300905,0.00004757298,0.00003444284,0.02262555],"genre_scores_gemma":[0.9079331,0.0003365267,0.0001884261,0.05939202,0.02364451,0.0002454607,0.000008158282,0.00006218161,0.008189624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3723151,"threshold_uncertainty_score":0.9989828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.172690239560566,"score_gpt":0.4233973059153031,"score_spread":0.2507070663547371,"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."}}