{"id":"W2903249618","doi":"10.1007/978-981-13-2158-0_10","title":"Visualization of Functional Structure and Kinetic Dynamics of Cellulases","year":2018,"lang":"en","type":"review","venue":"Advances in experimental medicine and biology","topic":"Enzyme Structure and Function","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Japan Society for the Promotion of Science; Ministry of Science,Technology and Research; McMaster University","keywords":"Cellulase; Cellulose; Chemistry; Molecule; Dissociation (chemistry); Crystallography; Chemical engineering; Chemical physics; Physical chemistry; Organic chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007102922,0.0001646356,0.0006995185,0.0001318226,0.00002008361,0.000001456942,0.00005696855,0.0001543593,0.0002162789],"category_scores_gemma":[0.00003799219,0.0001036067,0.000024462,0.0001170436,0.0007347555,0.00006157429,0.00004960249,0.00005307173,3.147226e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002046676,"about_ca_system_score_gemma":0.00001701642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002577382,"about_ca_topic_score_gemma":0.00002968093,"domain_scores_codex":[0.9991028,0.00007530514,0.0004176399,0.0002493172,0.00006056722,0.00009433937],"domain_scores_gemma":[0.9994484,0.000108036,0.0003026149,0.00008856505,0.0000288878,0.00002354666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002650324,0.0001560114,0.001249516,0.02018073,0.00007270904,0.000004440368,0.0009761933,0.00000520206,0.2406598,0.04550855,0.0001943359,0.6907274],"study_design_scores_gemma":[0.002982128,0.009454337,0.0001536005,0.01728503,0.0006560113,0.0003630242,0.001892728,0.0001473327,0.08906279,0.01012028,0.8667594,0.001123343],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007563462,0.99111,0.0001987192,0.000003431085,0.0007663243,0.0001498468,0.00004156086,0.00000503315,0.000161633],"genre_scores_gemma":[0.06199161,0.9373494,0.0001594723,0.00001535995,0.0002059741,0.000007309377,0.0002544451,0.000007947872,0.000008470112],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.866565,"threshold_uncertainty_score":0.4224957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03234417224946616,"score_gpt":0.3700441355852214,"score_spread":0.3376999633357552,"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."}}