{"id":"W3033610599","doi":"10.3390/ani10060988","title":"Automated Feeding Behaviors Associated with Subclinical Respiratory Disease in Preweaned Dairy Calves","year":2020,"lang":"en","type":"article","venue":"Animals","topic":"Animal health and immunology","field":"Veterinary","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Bovine respiratory disease; Subclinical infection; Medicine; Respiratory system; Clinical disease; Lung; Animal science; Physiology; Veterinary medicine; Internal medicine; Disease; Biology; Immunology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003092308,0.0002116035,0.0004032172,0.00007739891,0.0001072387,0.00002370066,0.0002206621,0.0001893619,0.0002016339],"category_scores_gemma":[0.000857013,0.0001912718,0.00007360142,0.0003529541,0.0001307992,0.0001642863,0.0001059339,0.000395465,0.0001770198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008850535,"about_ca_system_score_gemma":0.0001947359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001028927,"about_ca_topic_score_gemma":0.00002923748,"domain_scores_codex":[0.9979551,0.0002861713,0.0005564871,0.0004665223,0.0001957052,0.0005399523],"domain_scores_gemma":[0.9989535,0.0002496859,0.0001739159,0.0001804925,0.00005833664,0.0003840185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01805198,0.0004452283,0.935193,0.0001063276,0.00006447386,0.002368024,0.001243855,0.000005071011,0.03929078,0.0001935679,0.002830741,0.0002069435],"study_design_scores_gemma":[0.001331946,0.006480082,0.9896405,0.0001074252,0.00004009152,0.000004517775,0.0001777967,0.001289416,0.00008097177,0.00001359081,0.0005857255,0.0002478982],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973026,0.0004993973,0.000002974773,0.0007561273,0.00005887701,0.0003545645,0.00004450671,0.0006857117,0.0002952652],"genre_scores_gemma":[0.997662,0.00001029058,0.00005701439,0.002052133,0.00007890472,0.00004390542,0.00002697557,0.00004517865,0.00002356907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05444753,"threshold_uncertainty_score":0.7799838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1333421497891641,"score_gpt":0.3902730984000017,"score_spread":0.2569309486108376,"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."}}