{"id":"W2529174566","doi":"10.1016/j.biortech.2016.10.018","title":"Mycothermus thermophilus (Syn. Scytalidium thermophilum): Repertoire of a diverse array of efficient cellulases and hemicellulases in the secretome revealed","year":2016,"lang":"en","type":"article","venue":"Bioresource Technology","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":95,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"Indian Council of Agricultural Research; Department of Biotechnology, Ministry of Science and Technology, India","keywords":"Cellulase; Xylanase; Biochemistry; Glycoside hydrolase; Microbiology; Biology; Cellulose; Polysaccharide; Bagasse; Fungus; Thermophile; Beta-glucosidase; Hydrolysis; Chemistry; Enzyme; Botany; Biotechnology","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":[0.0001930359,0.000167199,0.0002450013,0.000319264,0.00003440029,0.000003720039,0.0002968946,0.0002281263,0.0000583695],"category_scores_gemma":[0.00004778414,0.00009574275,0.00005782827,0.0004176074,0.00056668,0.00002063734,0.00006140155,0.0001174579,0.000006785356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002900497,"about_ca_system_score_gemma":0.000008612662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002234114,"about_ca_topic_score_gemma":0.0000027776,"domain_scores_codex":[0.9990694,0.00004541726,0.0002902803,0.0002448359,0.0001399933,0.0002100627],"domain_scores_gemma":[0.9993004,0.00007178722,0.0001019136,0.000467866,0.00003142062,0.00002662736],"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":[0.00005456755,0.00005964335,0.002050036,0.0001458925,0.00001701019,0.00000882341,0.0004783277,0.00001876218,0.9917133,0.00009393903,0.00007457477,0.005285085],"study_design_scores_gemma":[0.001059998,0.0001864705,0.002025421,0.0002568931,0.00002499736,0.00006225442,0.00249485,0.0002504025,0.9895125,0.0001584823,0.003738397,0.0002293262],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996376,0.001920583,0.00005825849,0.0008292678,0.00007831417,0.0002767764,0.00002365591,0.0001640068,0.0002730747],"genre_scores_gemma":[0.9995783,0.0002276463,0.00006248564,0.00001977852,0.00003133222,0.00001181051,0.000001625389,0.00001964371,0.00004737379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005055759,"threshold_uncertainty_score":0.3904276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007368582732680613,"score_gpt":0.181703582920602,"score_spread":0.1743350001879213,"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."}}