{"id":"W3117391841","doi":"10.21423/aabppro20183218","title":"Canadian National Dairy Study","year":2018,"lang":"en","type":"article","venue":"American Association of Bovine Practitioners Conference Proceedings","topic":"Animal health and immunology","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island; University of Saskatchewan; Université de Montréal; University of Calgary; University of Guelph","funders":"","keywords":"Welfare; Animal welfare; Milk production; Animal husbandry; Environmental health; Socioeconomics; Animal science; Medicine; Geography; Biology; Political science; Economics; Agriculture","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":[0.0006775042,0.0001399031,0.0002672098,0.0003042779,0.0002531827,0.00004566834,0.0001825001,0.00007522482,0.0008011016],"category_scores_gemma":[0.001262715,0.0001554102,0.00004247018,0.0005228168,0.0001753914,0.0005530213,0.00004156618,0.0002300671,0.0003578765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001077083,"about_ca_system_score_gemma":0.001092784,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07050125,"about_ca_topic_score_gemma":0.01388164,"domain_scores_codex":[0.9984279,0.00005188339,0.0003951479,0.0002874012,0.00045838,0.0003793253],"domain_scores_gemma":[0.9962831,0.0001052874,0.0009441334,0.00007053978,0.002433564,0.0001633561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002171282,0.0007572754,0.8989815,0.00003799429,0.0003469498,0.000006393236,0.009847086,1.006081e-7,0.005799038,0.02136581,0.05582084,0.004865782],"study_design_scores_gemma":[0.001382785,0.02323013,0.8922861,0.00003873393,0.00007925511,0.00004082144,0.03327587,0.0007511713,0.0002344743,0.001173053,0.0469692,0.0005384518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9244944,0.000004883331,0.00005077339,0.006384171,0.0001471444,0.0003156394,0.00004448995,0.00006965971,0.06848883],"genre_scores_gemma":[0.9972661,0.00001290904,0.0003826373,0.001043546,0.0001975199,0.00004966007,0.00002498459,0.00001618869,0.001006519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07277163,"threshold_uncertainty_score":0.9356884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0394081202219,"score_gpt":0.344389064259972,"score_spread":0.304980944038072,"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."}}