{"id":"W2107214933","doi":"10.1371/journal.pone.0109885","title":"Enhancement of Synthetic Trichoderma-Based Enzyme Mixtures for Biomass Conversion with an Alternative Family 5 Glycosyl Hydrolase from Sporotrichum thermophile","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Basic Energy Sciences; Great Lakes Bioenergy Research Center; Office of Science; University of Wisconsin-Madison; U.S. Department of Energy","keywords":"Thermophile; Biochemistry; Xylose; Trichoderma reesei; Enzyme; Biology; Glycoside hydrolase; Mannan; Lignocellulosic biomass; Glycosyl; Xylan; Chemistry; Fermentation; Cellulase; Polysaccharide","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":[0.0003119564,0.0008900546,0.0005292189,0.0003478036,0.00007695338,0.0005081357,0.000295866,0.0002900909,0.0006763716],"category_scores_gemma":[0.00024001,0.0002121116,0.0005742919,0.0005678502,0.000126973,0.000313165,0.0003950574,0.0005299816,0.0003014705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002168823,"about_ca_system_score_gemma":0.0002347196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005203669,"about_ca_topic_score_gemma":0.0009986726,"domain_scores_codex":[0.9996181,0.00008401955,0.00004492038,0.00005789594,0.0001405437,0.0000546181],"domain_scores_gemma":[0.9998825,0.0000231419,0.00003343276,0.00001179212,0.00002279905,0.00002643201],"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":[0.00005338682,0.00003874174,0.00008998795,0.00003036629,0.00001055718,0.00001545373,0.000004959936,0.0001147309,0.9987356,0.00001143296,0.00001038548,0.0008844184],"study_design_scores_gemma":[0.000008060763,0.000239028,0.001098216,0.000005427692,0.00003132325,0.00004997857,0.00001358894,0.0006757146,0.9972298,0.00000909282,0.0006358247,0.000003979851],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901677,0.001260465,0.006899006,0.0000482065,0.00002309968,0.00006459767,0.0003369398,0.00008782074,0.001112191],"genre_scores_gemma":[0.9830375,0.001024169,0.013058,0.0000402901,0.000008254932,0.00007387388,0.001410106,0.0000513361,0.001296514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008900546,"threshold_uncertainty_score":0.002262652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02197840082022325,"score_gpt":0.1991325367898498,"score_spread":0.1771541359696265,"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."}}