{"id":"W4247896985","doi":"10.21203/rs.3.rs-32671/v2","title":"Effects of brewers’ spent grain protein hydrolysates on gas production, ruminal fermentation characteristics, microbial protein synthesis and microbial community in an artificial rumen fed a high grain diet","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Ruminant Nutrition and Digestive Physiology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada","keywords":"Fermentation; Rumen; Food science; Monensin; Dry matter; Chemistry; Hydrolysate; Organic matter; Nutrient; Starch; Methanogenesis; Hydrolysis; Animal science; Biochemistry; Biology; Methane; Organic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003593548,0.000488016,0.0005322731,0.0002483648,0.0002374294,0.0005150427,0.0002758261,0.0003650365,0.0005627075],"category_scores_gemma":[0.0003361885,0.0001997261,0.0002533138,0.000222456,0.0003804109,0.000260826,0.0004027727,0.0004726708,0.0001172807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004448175,"about_ca_system_score_gemma":0.0003060729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001860103,"about_ca_topic_score_gemma":0.002456515,"domain_scores_codex":[0.9997168,0.00008368165,0.00002892645,0.00006884832,0.00005847322,0.00004319563],"domain_scores_gemma":[0.9996344,0.00008112286,0.0001098855,0.00002487812,0.00003702659,0.0001126931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001771467,0.0001370912,0.0004960595,0.00004865071,0.0000195623,0.00002654539,0.00002595425,0.00005858124,0.9967126,0.000009025406,0.00001008265,0.0006844205],"study_design_scores_gemma":[0.00008997592,0.004885707,0.02424691,0.00001662748,0.0001007204,0.00009128699,0.0001314554,0.00135316,0.9681137,0.00002168145,0.0009312014,0.00001754334],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995321,0.0001759947,0.0001390793,0.00001465143,0.000005593842,0.000007483375,0.00005044921,0.000005786941,0.00006891316],"genre_scores_gemma":[0.9973094,0.0002268139,0.0012604,0.00003483058,0.000006619211,0.00002519343,0.0002751884,0.000009351193,0.0008521745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001860103,"threshold_uncertainty_score":0.003698528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05094529750713486,"score_gpt":0.3067338896158761,"score_spread":0.2557885921087413,"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."}}