{"id":"W2167004524","doi":"10.6000/1929-6002.2012.01.01.7","title":"Cellulase and Xylanase Production from Rice Straw by a Locally Isolated Fungus Aspergillus fumigatus NITDGPKA3 under Solid State Fermentation – Statistical Optimization by Response Surface Methodology","year":2012,"lang":"en","type":"article","venue":"Journal of Technology Innovations in Renewable Energy","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Xylanase; Cellulase; Solid-state fermentation; Aspergillus fumigatus; Fermentation; Straw; Food science; Response surface methodology; Reducing sugar; Substrate (aquarium); Chemistry; Hydrolysis; Agronomy; Botany; Sugar; Biology; Biochemistry; Enzyme; Chromatography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002184425,0.0003284033,0.0003518404,0.0001622711,0.0001226994,0.0002803577,0.0001451259,0.0001277835,0.000216902],"category_scores_gemma":[0.0001612354,0.0001150019,0.0004530507,0.0003128257,0.0001190958,0.00008072964,0.0001437423,0.0001569065,0.00007466431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002694329,"about_ca_system_score_gemma":0.000227912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001843448,"about_ca_topic_score_gemma":0.003266584,"domain_scores_codex":[0.9998294,0.00003046897,0.00002225752,0.00002975064,0.00006556446,0.00002246424],"domain_scores_gemma":[0.999934,0.00001669932,0.00002085704,0.000006997335,0.00001362748,0.000007852429],"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":[0.0001167514,0.00004859891,0.001337365,0.00003684996,0.000007722499,0.00002672055,0.000006386882,0.00339374,0.9927654,0.00001889922,0.000006852471,0.002234763],"study_design_scores_gemma":[0.00001436145,0.0008183106,0.01212399,0.000002921799,0.00003039897,0.00007261396,0.00003482468,0.01599032,0.9706468,0.00003092683,0.0002255437,0.000009049367],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971055,0.00008696559,0.002507348,0.000009150891,0.000001823043,0.00001160343,0.00009250503,0.000017609,0.0001676326],"genre_scores_gemma":[0.994595,0.0001414972,0.00473399,0.000003326312,9.32049e-7,0.00001961653,0.0002246927,0.000003803559,0.0002771868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001843448,"threshold_uncertainty_score":0.003665447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01433211931334701,"score_gpt":0.2507993720867411,"score_spread":0.2364672527733941,"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."}}