{"id":"W3210236058","doi":"10.3390/ani11113031","title":"Postpartum Stressors Cause a Reduction in Mechanical Brush Use in Dairy Cows","year":2021,"lang":"en","type":"article","venue":"Animals","topic":"Agriculture and Farm Safety","field":"Agricultural and Biological Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Brush; Stressor; Animal science; Reduction (mathematics); Medicine; Biology; Engineering; Mathematics; Psychiatry; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000149329,0.000112905,0.0001800343,0.00001083769,0.00004970481,0.00004828277,0.0001000963,0.0001349044,0.0002292479],"category_scores_gemma":[0.00004701092,0.0000444777,0.00006111578,0.0005754979,0.00001867338,0.0001834967,0.00006773268,0.0001684205,0.00003490593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003389292,"about_ca_system_score_gemma":0.00001070764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007766696,"about_ca_topic_score_gemma":0.0150334,"domain_scores_codex":[0.9989057,0.0001248192,0.0002472336,0.0003226883,0.0001394346,0.0002601151],"domain_scores_gemma":[0.9996904,0.00009387296,0.00004813683,0.00005041001,0.0000499638,0.00006728902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001158654,0.0003160475,0.04499101,0.000005157601,0.00001204427,0.0002780019,0.0002188419,0.000007718635,0.9435425,0.003176041,0.001323261,0.006013486],"study_design_scores_gemma":[0.0002099671,0.0001326367,0.9793991,0.00004178146,0.000008082031,0.00005178724,0.001133762,0.00001573094,0.01171764,0.0004705613,0.006620036,0.0001989021],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975938,0.0002085303,3.131021e-7,0.001648537,0.00008713737,0.0001164526,0.00002677231,0.00003093084,0.0002874831],"genre_scores_gemma":[0.9989006,0.0002839529,0.00005493672,0.0002045985,0.0001438708,0.00001159881,0.00006890691,7.71192e-7,0.0003307654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9344081,"threshold_uncertainty_score":0.8388988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03781126026844253,"score_gpt":0.2450005446071804,"score_spread":0.2071892843387379,"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."}}