{"id":"W843521255","doi":"10.1016/j.enzmictec.2015.07.001","title":"Enhancement of acetyl xylan esterase activity on cellulose acetate through fusion to a family 3 cellulose binding module","year":2015,"lang":"en","type":"article","venue":"Enzyme and Microbial Technology","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Tekes","keywords":"Carbohydrate-binding module; Clostridium thermocellum; Chemistry; Cellulose; Xylan; Microcrystalline cellulose; Cellulose acetate; Biochemistry; Cellobiose; Cellulase; Esterase; Thermostability; Corncob; Organic chemistry; Enzyme","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":[0.0001107248,0.0001767494,0.0002195275,0.0002273386,0.00003804606,0.00001165284,0.0001242713,0.0002211962,0.00002271423],"category_scores_gemma":[0.00001212434,0.000166167,0.0000333093,0.0002883345,0.00007321631,0.00008769942,0.0001306034,0.0002080587,0.0001227166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007261911,"about_ca_system_score_gemma":0.00001456289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003441979,"about_ca_topic_score_gemma":0.000004706244,"domain_scores_codex":[0.9991964,0.00001829343,0.000167601,0.0002890756,0.00008251017,0.0002461111],"domain_scores_gemma":[0.9995947,0.000006632069,0.00004418755,0.0002451495,0.00003591637,0.00007334315],"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":[0.00008418768,0.00007486677,0.00001787374,0.00006780369,0.00001534254,0.000004385007,0.0003634935,0.0000336558,0.984001,0.00005895497,0.008707266,0.006571197],"study_design_scores_gemma":[0.0006571315,0.0003903993,0.000009356072,0.00003816467,0.00001022323,0.00000784356,0.0001295476,0.0001397751,0.9430326,0.00006127861,0.05535308,0.0001706277],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953662,0.0002627742,0.002066395,0.0007269963,0.0006105857,0.0002781835,0.00001194002,0.00022751,0.0004494817],"genre_scores_gemma":[0.9974473,0.0001169882,0.001372962,0.000100134,0.00005382578,0.00000877982,0.000007859156,0.00001931369,0.0008728339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04664581,"threshold_uncertainty_score":0.6776092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01978446269433848,"score_gpt":0.229577594050887,"score_spread":0.2097931313565485,"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."}}