{"id":"W4205110751","doi":"10.1371/journal.pone.0262304","title":"Fibrolytic rumen bacteria of camel and sheep and their applications in the bioconversion of barley straw to soluble sugars for biofuel production","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Ruminant Nutrition and Digestive Physiology","field":"Agricultural and Biological Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"National Institute of Food and Agriculture; U.S. Department of Agriculture","keywords":"Ruminococcus; Rumen; Fibrobacter succinogenes; Firmicutes; Biology; Bioconversion; Food science; Straw; Fermentation; Cellulase; Lignocellulosic biomass; Xylanase; Xylose; Microbiology; Bacteria; Cellulose; Agronomy; Biochemistry; 16S ribosomal RNA; Feces; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003512818,0.0004428892,0.000344691,0.0003569084,0.0002250963,0.0004070179,0.0001599949,0.0003792094,0.0003822648],"category_scores_gemma":[0.0002821457,0.0001446113,0.000579846,0.0001807663,0.0001999782,0.0003491241,0.0003361749,0.0002187708,0.0001265137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00021,"about_ca_system_score_gemma":0.0001806121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001116567,"about_ca_topic_score_gemma":0.001060242,"domain_scores_codex":[0.9997897,0.00003983773,0.00002458394,0.00005704174,0.00003981996,0.00004906452],"domain_scores_gemma":[0.9998548,0.00001688188,0.00004696501,0.000008872124,0.0000320029,0.00004054653],"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":[0.0003240153,0.00004669193,0.008337762,0.00005920622,0.0000125671,0.0001714683,0.0001798995,0.00002406416,0.9888982,0.00001680882,0.00001554565,0.001913719],"study_design_scores_gemma":[0.0000484429,0.005043761,0.498352,0.00006202166,0.000188569,0.001427296,0.001913319,0.0009255926,0.4890626,0.00009063885,0.002848811,0.00003695406],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990342,0.0004105938,0.0001570218,0.00002986878,0.000007387348,0.00001235349,0.0001297911,0.000002372039,0.000216532],"genre_scores_gemma":[0.9972926,0.0005076189,0.0009974736,0.00006718429,0.00001681304,0.00003248175,0.0004036624,0.000003027619,0.0006791902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001116567,"threshold_uncertainty_score":0.002220154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03588061417122848,"score_gpt":0.2074005198450899,"score_spread":0.1715199056738614,"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."}}