{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003726577,0.0001571615,0.0003412961,0.00004193787,0.0001026854,0.00001535698,0.0002343032,0.00006865727,0.0002426522],"category_scores_gemma":[0.0001280759,0.0001121954,0.00007118279,0.0002844638,0.0002069362,0.0002594043,0.0002353993,0.00008018169,0.00003035475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004138915,"about_ca_system_score_gemma":0.00001565205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007085224,"about_ca_topic_score_gemma":0.000009805615,"domain_scores_codex":[0.9984995,0.0001452159,0.0003700601,0.0002331503,0.000407749,0.0003443224],"domain_scores_gemma":[0.9988045,0.0003567395,0.0002934509,0.0003654834,0.00009912769,0.00008071058],"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":[0.0000390577,0.0001322628,0.0009686285,0.00007211443,0.00001983152,0.000001013107,0.0008929144,0.00005549363,0.9967639,0.00001199985,0.0008670754,0.0001756822],"study_design_scores_gemma":[0.0003326625,0.00002148751,0.0009526475,0.00003998755,0.00005109055,7.125674e-7,0.00008498529,0.0006082152,0.9958495,0.0001374751,0.001799158,0.0001220438],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964719,0.00185742,0.0003746248,0.0001499271,0.000037384,0.0002052159,0.0002454488,0.00003270302,0.0006253087],"genre_scores_gemma":[0.9944026,0.0001406214,0.002973563,0.00001517849,0.0000875293,0.00001296726,0.00008120515,0.00002313178,0.002263134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002598938,"threshold_uncertainty_score":0.4575196,"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."}}