{"id":"W4385067578","doi":"10.1080/17597269.2023.2238381","title":"Gut microbiota of cattle and horses and their use in the production of ethanol and lactic acid from timothy hay","year":2023,"lang":"en","type":"article","venue":"Biofuels","topic":"Ruminant Nutrition and Digestive Physiology","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Hay; Lactic acid; Food science; Biology; Animal science; Bacteria","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":[0.0000810034,0.00005106095,0.00009863723,0.00001292475,0.00003156646,0.00001094499,0.00003978735,0.00004063648,0.000007186322],"category_scores_gemma":[0.0000668843,0.00001652204,0.00001204199,0.0001481553,0.0001535188,0.00005744948,0.00003139237,0.00003230765,0.000001251496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001278158,"about_ca_system_score_gemma":0.000001825525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004292996,"about_ca_topic_score_gemma":0.00009706998,"domain_scores_codex":[0.9996323,0.00006407227,0.00008161342,0.0001302933,0.00002513346,0.00006657842],"domain_scores_gemma":[0.9996827,0.0002140818,0.00004202013,0.00002933871,0.00001817,0.00001371483],"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":[0.00001940736,0.00002957201,0.0121743,0.00001029004,0.000002765856,2.065543e-7,0.0003217467,2.965057e-8,0.982157,0.00001723809,0.0002260621,0.005041412],"study_design_scores_gemma":[0.00006494511,0.0000967279,0.8582097,0.00002369673,0.000002990408,0.000002621021,0.0007497015,0.000001673971,0.1394357,0.0006595633,0.0007141943,0.00003854248],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975225,0.0006886948,5.974192e-8,0.00155199,0.00003963464,0.00009901785,0.00007615035,0.000006893381,0.0000150407],"genre_scores_gemma":[0.9992921,0.0005579456,0.00001044488,0.00004403768,0.00003501007,0.000003448191,0.00001945483,3.522599e-7,0.00003714588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8460354,"threshold_uncertainty_score":0.06737491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03985223818770033,"score_gpt":0.2334671477828854,"score_spread":0.193614909595185,"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."}}