{"id":"W4385235036","doi":"10.3168/jds.2023-23227","title":"Standardization and validation of ATP luminometry as a diagnostic tool to assess the cleanliness of feeding equipment in preweaning calves","year":2023,"lang":"en","type":"article","venue":"Journal of Dairy Science","topic":"Animal health and immunology","field":"Veterinary","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère de l'Agriculture, des Pêcheries et de l'Alimentation; Université de Montréal; Université Laval; Ste. Anne's Hospital; Cegep de Saint Hyacinthe; University of Guelph","funders":"","keywords":"Intraclass correlation; Animal science; Herd; Veterinary medicine; Mathematics; Biology; Medicine; Reproducibility; Statistics","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":[0.01038459,0.0004998837,0.000362156,0.0009765015,0.0004592184,0.0009465958,0.0008668834,0.000620383,0.0003554069],"category_scores_gemma":[0.006826431,0.0002746853,0.0002175299,0.000771222,0.0007647583,0.0004524084,0.0004472481,0.0004130772,0.00018204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001205838,"about_ca_system_score_gemma":0.001477327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03488637,"about_ca_topic_score_gemma":0.05212957,"domain_scores_codex":[0.9900408,0.00336022,0.0009053826,0.001328994,0.003991628,0.000372961],"domain_scores_gemma":[0.9911544,0.00194585,0.001673167,0.0009655022,0.004023596,0.0002373899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001922928,0.0002968937,0.889258,0.0002140198,0.00008316491,0.00008203609,0.001033022,0.000437333,0.07888314,0.000108268,0.0002080272,0.02920381],"study_design_scores_gemma":[0.000005324679,0.0008405834,0.9892473,0.00003972204,0.00002558136,0.0001562638,0.0003433897,0.0009556202,0.007182739,0.00001498667,0.001177579,0.00001090105],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855596,0.0006106791,0.0118577,0.0000369111,0.00002740137,0.0003033497,0.0003536695,0.00003922603,0.001211575],"genre_scores_gemma":[0.9718684,0.0004268389,0.02556699,0.00009948888,0.00001925829,0.0002746827,0.001018975,0.00001822579,0.00070721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03488637,"threshold_uncertainty_score":0.06936657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0939532731161516,"score_gpt":0.3973467621725709,"score_spread":0.3033934890564193,"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."}}