{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001822774,0.0005060259,0.00072434,0.002400768,0.005824171,0.001927029,0.002296806,0.0005923096,0.02156362],"category_scores_gemma":[0.004281689,0.0004254091,0.0007045369,0.006868233,0.0004888149,0.0005948528,0.001170335,0.001213515,0.002672008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05271133,"about_ca_system_score_gemma":0.09827972,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9921069,"about_ca_topic_score_gemma":0.9965163,"domain_scores_codex":[0.9969579,0.0001762541,0.0001451607,0.0004243085,0.001705143,0.0005913562],"domain_scores_gemma":[0.9946371,0.000145786,0.0002444042,0.0001724245,0.004170923,0.0006293617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005684723,0.0002517546,0.3514712,0.001423926,0.0002574559,0.0003532128,0.003002572,0.0003945903,0.0005821107,0.01017264,0.558443,0.0730791],"study_design_scores_gemma":[0.0001391968,0.0001020637,0.6961365,0.0007996248,0.0001452695,0.000179739,0.003263678,0.0003686465,0.000177834,0.0006815533,0.2979409,0.00006501873],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1080016,0.007161481,0.001693577,0.006668815,0.0006053635,0.003766235,0.6219299,0.0002373279,0.2499357],"genre_scores_gemma":[0.523627,0.01247852,0.009976278,0.005134657,0.0001957872,0.005722855,0.3059957,0.0001813207,0.1366878],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05271133,"threshold_uncertainty_score":0.3824493,"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."}}