{"id":"W2888359114","doi":"10.1017/s1751731118001921","title":"Review: Enhancing gastrointestinal health in dairy cows","year":2018,"lang":"en","type":"review","venue":"animal","topic":"Ruminant Nutrition and Digestive Physiology","field":"Agricultural and Biological Sciences","cited_by":239,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Manitoba","funders":"","keywords":"Hindgut; Rumen; Feces; Abomasum; Biology; Digestion (alchemy); Nutrient; Gastrointestinal tract; Microorganism; Acidosis; Microbiology; Physiology; Animal science; Food science; Bacteria; Chemistry; Biochemistry; Ecology; Endocrinology","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":[0.0003674164,0.0002533564,0.001160604,0.00001996575,0.00008753782,0.00001487376,0.0002514896,0.00007727938,0.0003235222],"category_scores_gemma":[0.0001128227,0.00009075351,0.0002583945,0.0003647543,0.00007283266,0.000048375,0.00008756805,0.0002523086,0.0004110227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006453417,"about_ca_system_score_gemma":0.00006033683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001069224,"about_ca_topic_score_gemma":0.0003882005,"domain_scores_codex":[0.998232,0.0002999505,0.0005667643,0.0004270723,0.00007753689,0.0003966486],"domain_scores_gemma":[0.9992756,0.0002121079,0.0003027381,0.00005777894,0.00004236662,0.0001093915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001282147,0.000128422,0.00002915823,0.01021713,0.00000501294,0.00001513746,0.000003618032,1.355733e-9,0.000146164,0.0001042882,0.08008701,0.9092512],"study_design_scores_gemma":[0.00003003711,0.0007477028,0.0007718808,0.06932724,0.00001343677,0.0001376997,0.000006076296,1.716138e-7,5.740835e-7,0.00002346626,0.9287797,0.0001620373],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009892899,0.9982091,3.918292e-7,0.000698831,0.00005051428,0.0004676438,0.00006804262,0.0000342504,0.000372252],"genre_scores_gemma":[0.00001994879,0.9975396,0.00007284462,0.001423201,0.0004570721,0.00004403963,0.0003711842,0.000001583213,0.00007056557],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9090892,"threshold_uncertainty_score":0.5283003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0714779158950239,"score_gpt":0.3358700370394121,"score_spread":0.2643921211443882,"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."}}