{"id":"W2142402316","doi":"10.1021/la301030f","title":"Real-Time Observation of the Swelling and Hydrolysis of a Single Crystalline Cellulose Fiber Catalyzed by Cellulase 7B from <i>Trichoderma reesei</i>","year":2012,"lang":"en","type":"article","venue":"Langmuir","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Iogen Corporation; University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Trichoderma reesei; Cellulase; Cellulose; Hydrolysis; Swelling; Chemistry; Cellulose fiber; Enzymatic hydrolysis; Cellulosic ethanol; Fiber; Chemical engineering; Chromatography; Materials science; Biochemistry; Organic chemistry; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001231232,0.0001528225,0.000152749,0.0001284757,0.0001205526,0.000151922,0.0001956504,0.0003024387,0.0004737299],"category_scores_gemma":[0.000116474,0.00009717404,0.0001511027,0.0001243701,0.0001619551,0.0002199419,0.000126651,0.0004207118,0.0001161444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001903011,"about_ca_system_score_gemma":0.00007895314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007666448,"about_ca_topic_score_gemma":0.0007571941,"domain_scores_codex":[0.9999412,0.000003944202,0.000002915242,0.00001612864,0.00002504114,0.00001084292],"domain_scores_gemma":[0.9998671,0.00004006119,0.00004051753,0.00001109962,0.00002439889,0.00001677082],"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":[0.00002484177,0.00001138146,0.0001622772,0.00001279345,0.000002479387,0.00003320555,0.00001907264,0.00005583042,0.998708,0.00002028282,0.00002519399,0.0009245686],"study_design_scores_gemma":[0.000005457896,0.0001126068,0.009434617,0.000002401003,0.000006509516,0.000146943,0.00004211544,0.006111079,0.9835815,0.00002870679,0.0005192239,0.000008637206],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928351,0.0003357142,0.005649846,0.00007013675,0.00002135398,0.00001396526,0.000253164,0.0001393767,0.0006813117],"genre_scores_gemma":[0.9896811,0.0002572747,0.009007049,0.00004212707,0.00001240944,0.00002478781,0.0001487156,0.00001654825,0.0008100432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007666448,"threshold_uncertainty_score":0.001584828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02023828114014858,"score_gpt":0.2432851033360841,"score_spread":0.2230468221959355,"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."}}