{"id":"W2794909489","doi":"10.1016/j.biortech.2018.03.086","title":"Identification of novel enzymes to enhance the ruminal digestion of barley straw","year":2018,"lang":"en","type":"article","venue":"Bioresource Technology","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University; Agriculture and Agri-Food Canada","funders":"Alberta Agriculture and Forestry","keywords":"Rumen; Ruminant; Digestion (alchemy); Pectinase; Cellulase; Biology; Food science; Xylanase; Straw; Enzyme; Dry matter; Neutral Detergent Fiber; Biochemistry; Chemistry; Agronomy; Chromatography; Fermentation","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":[0.0002595774,0.0005230423,0.0003414555,0.000243119,0.0001380244,0.0005736869,0.0001917594,0.0002982813,0.0004519749],"category_scores_gemma":[0.0001833755,0.0001519746,0.0003988266,0.0002538263,0.0001723966,0.0002986077,0.0002037657,0.0004300189,0.0001980773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004251139,"about_ca_system_score_gemma":0.0003801086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001234441,"about_ca_topic_score_gemma":0.002049268,"domain_scores_codex":[0.9999001,0.00001356168,0.000008721394,0.0000237068,0.0000243112,0.00002964568],"domain_scores_gemma":[0.9999391,0.000008505975,0.00001444794,0.000006576469,0.00001516247,0.0000162477],"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":[0.0000862241,0.00003632918,0.0002127085,0.00003152754,0.000006935992,0.00003221818,0.00001130546,0.00009129541,0.9964508,0.00004749751,0.00001730657,0.002975879],"study_design_scores_gemma":[0.00001368813,0.0001883522,0.003381187,0.000006605314,0.00002611558,0.00009352715,0.00004407276,0.0008392031,0.9936603,0.00004185709,0.001701094,0.000004036107],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989528,0.001850856,0.007087872,0.0001640412,0.00005112053,0.00004864088,0.0002792669,0.00003712251,0.0009531528],"genre_scores_gemma":[0.9818188,0.001333596,0.012278,0.00004732639,0.00001242913,0.00002378894,0.0006472616,0.00002998704,0.003808789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001234441,"threshold_uncertainty_score":0.003084421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007795068314590164,"score_gpt":0.2358671806710605,"score_spread":0.2280721123564703,"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."}}