{"id":"W4390113464","doi":"10.3390/microorganisms12010023","title":"Competitive Analysis of Rumen and Hindgut Microbiota Composition and Fermentation Function in Diarrheic and Non-Diarrheic Postpartum Dairy Cows","year":2023,"lang":"en","type":"article","venue":"Microorganisms","topic":"Ruminant Nutrition and Digestive Physiology","field":"Agricultural and Biological Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Dairy Industry and Technology System; National Natural Science Foundation of China","keywords":"Hindgut; Rumen; Fermentation; Composition (language); Food science; Biology; Lactation; Animal science; Botany; Pregnancy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002175608,0.0001882677,0.0003420731,0.0004140169,0.000296598,0.0003489702,0.0001041593,0.0001665265,0.0005323046],"category_scores_gemma":[0.0003672684,0.0001203227,0.0002666647,0.0004301181,0.000136915,0.0001677396,0.0002787292,0.000258594,0.0001037631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000187719,"about_ca_system_score_gemma":0.0001758879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002885239,"about_ca_topic_score_gemma":0.003772011,"domain_scores_codex":[0.9997935,0.00002933951,0.00001557606,0.00006108001,0.00004756399,0.00005297511],"domain_scores_gemma":[0.9997761,0.00002796969,0.0000721752,0.00001063427,0.0000539532,0.00005917401],"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":[0.002345805,0.00020274,0.452844,0.0001260608,0.0001341952,0.0002736883,0.0007409042,0.0001131198,0.5293023,0.00005714297,0.0001389905,0.01372106],"study_design_scores_gemma":[0.000005096227,0.0003877462,0.9904441,0.000005414671,0.00004426473,0.0001213346,0.0005506689,0.0004878952,0.00762429,0.0000192307,0.0003040494,0.000005931209],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993603,0.0001180282,0.000184946,0.000009153478,0.000002034117,0.000004166292,0.0001899449,0.000001870092,0.0001295897],"genre_scores_gemma":[0.9984189,0.0001062605,0.0004831905,0.00003482583,0.000003668655,0.00001598364,0.0005507956,0.000002780976,0.000383568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002885239,"threshold_uncertainty_score":0.005736828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009020234383298298,"score_gpt":0.214721856373817,"score_spread":0.2057016219905187,"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."}}