{"id":"W2263258826","doi":"10.2527/2005.8351133x","title":"Improving the nutritional value of oat hulls for ruminant animals with pretreatment of a multienzyme cocktail: In vitro studies1","year":2005,"lang":"en","type":"article","venue":"Journal of Animal Science","topic":"Ruminant Nutrition and Digestive Physiology","field":"Agricultural and Biological Sciences","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Ferulic acid; Polysaccharide; Xylanase; Lignin; Cellulase; Chemistry; Food science; Hydroxycinnamic acid; Biochemistry; Hydrolysis; Organic chemistry; Enzyme","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":[0.0006715723,0.00009355359,0.0002708121,0.00004047351,0.0001428979,0.00001543995,0.0003122893,0.00002699596,0.000009980521],"category_scores_gemma":[0.0001427226,0.00002883282,0.00009617229,0.0004336972,0.0005355125,0.0002132933,0.00005162785,0.00007347577,4.070638e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006079242,"about_ca_system_score_gemma":0.00005934016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005438654,"about_ca_topic_score_gemma":0.0000328479,"domain_scores_codex":[0.998816,0.00004240723,0.0004048483,0.0001539342,0.0003512266,0.0002315521],"domain_scores_gemma":[0.9986511,0.0003455403,0.0004889042,0.00003339241,0.0004204285,0.00006059607],"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":[0.001430116,0.0004043093,0.002932688,0.00001018244,0.000006912117,0.000001916603,0.00008727229,0.00001770422,0.9915336,0.00066184,0.00002981368,0.002883693],"study_design_scores_gemma":[0.0007355813,0.005500914,0.3598104,0.00008569512,0.00001459526,0.00003558651,0.0008326748,0.0003847747,0.6321247,0.0001636444,0.0002388256,0.00007264327],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978603,0.0003642434,0.0000144532,0.001419902,0.00002454684,0.0002426934,0.00003980512,0.000001998093,0.00003205726],"genre_scores_gemma":[0.9974984,0.00005059298,0.002296957,0.00004172647,0.00009812931,0.000007900639,8.322731e-7,5.869699e-7,0.000004871272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3594089,"threshold_uncertainty_score":0.1973118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02159064153061609,"score_gpt":0.2598336411628261,"score_spread":0.2382429996322101,"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."}}