{"id":"W3211188386","doi":"10.21423/aabppro20208140","title":"Dairy cattle on-farm euthanasia","year":2020,"lang":"en","type":"article","venue":"American Association of Bovine Practitioners Conference Proceedings","topic":"Animal testing and alternatives","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Association des Médecins Vétérinaires du Québec; Service de Recherche et d'EXpertise en Transformation des Produits Forestiers; Université de Montréal","funders":"","keywords":"Medicine; Dairy cattle; Business; Animal science; Biology","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":[0.0002316618,0.0001749559,0.000312101,0.00008024113,0.0001016739,0.00006398199,0.0001950504,0.00004611044,0.00016022],"category_scores_gemma":[0.002043288,0.0001827181,0.00007906202,0.0004147226,0.000120401,0.0002492854,0.00005740333,0.000292365,0.0001635436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001454927,"about_ca_system_score_gemma":0.00009088458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002098696,"about_ca_topic_score_gemma":0.000003817751,"domain_scores_codex":[0.9986017,0.00003509155,0.0003261261,0.00035283,0.0004477029,0.0002365523],"domain_scores_gemma":[0.9977569,0.0002325661,0.001280831,0.00006556236,0.0005309672,0.0001331583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005396547,0.001419386,0.5648345,0.0004132119,0.001136709,0.00004011945,0.03566777,0.00003653048,0.1832785,0.0918876,0.05164524,0.06424388],"study_design_scores_gemma":[0.007361281,0.05707996,0.6503776,0.0009588196,0.0007132102,0.0001053495,0.1077286,0.02113206,0.03469957,0.004234215,0.1112053,0.004403929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9115678,0.000007099886,0.000368012,0.01932647,0.00006158817,0.0001620746,0.00005284592,0.0002440571,0.06821005],"genre_scores_gemma":[0.9962745,0.0000295526,0.001317968,0.001608072,0.0001949334,0.00002085084,0.00002121538,0.00002445587,0.0005084039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1485789,"threshold_uncertainty_score":0.745103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1257525444240664,"score_gpt":0.3696445792682991,"score_spread":0.2438920348442326,"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."}}