{"id":"W4247175524","doi":"10.1007/978-1-59259-837-3_90","title":"Effects of Sugar Inhibition on Cellulases and β-Glucosidase During Enzymatic Hydrolysis of Softwood Substrates","year":2004,"lang":"en","type":"book-chapter","venue":"Humana Press eBooks","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Resources Canada","keywords":"Cellulase; Hydrolysate; Cellobiose; Xylose; Hydrolysis; Chemistry; Enzymatic hydrolysis; Hemicellulose; Softwood; Cellulose; Biochemistry; Cellulosic ethanol; Food science; Botany; Biology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004477477,0.000287674,0.0003783446,0.0001948179,0.00004360389,0.00001410662,0.00006488115,0.0002310646,0.00007096054],"category_scores_gemma":[0.000004837182,0.0002849405,0.0001122985,0.000006176801,0.0001239902,0.00003770864,0.00003445722,0.0002031891,0.000005140755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003735497,"about_ca_system_score_gemma":0.000007892828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002337025,"about_ca_topic_score_gemma":0.000002418253,"domain_scores_codex":[0.9990852,0.00001112511,0.0003353231,0.0002463452,0.0001880214,0.0001340259],"domain_scores_gemma":[0.9994865,0.00003900335,0.0001556124,0.0002296134,0.00003514179,0.00005412428],"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":[0.000304316,0.0002053239,0.000003231124,0.1115864,0.001304476,0.0001777176,0.00215737,0.002798948,0.8189744,0.05104278,0.0003050553,0.01114006],"study_design_scores_gemma":[0.0006631609,0.0001035511,0.000030156,0.001323214,0.0001975612,0.000004121335,0.000004922334,0.00005628842,0.9953815,0.00151332,0.0004589883,0.0002632453],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.848792,0.0188736,0.0000463602,0.000006213383,0.0004339812,0.001436902,0.00007227506,0.0004526941,0.129886],"genre_scores_gemma":[0.9898022,0.0007810505,0.00002539901,0.000004422615,0.00007511056,0.00001051591,0.00002102506,0.00005653486,0.009223715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1764071,"threshold_uncertainty_score":0.9999603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01265021545395139,"score_gpt":0.1803543600868376,"score_spread":0.1677041446328862,"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."}}