{"id":"W2130541972","doi":"10.1006/jmbi.2001.5153","title":"Recognition of cello-oligosaccharides by a family 17 carbohydrate-binding module: an X-ray crystallographic, thermodynamic and mutagenic study 1 1Edited by R. Huber","year":2001,"lang":"en","type":"article","venue":"Journal of Molecular Biology","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":87,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Ontario Institute for Cancer Research; University of British Columbia","funders":"","keywords":"Carbohydrate-binding module; Crystallography; Chemistry; Alanine scanning; Binding site; Mutagenesis; Cellulose; Stereochemistry; Cellulase; Biochemistry; Mutation","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":[0.0008683237,0.0002147878,0.000547228,0.0002831136,0.0001140624,0.00003172749,0.000298705,0.0001221765,0.00004726564],"category_scores_gemma":[0.0001075644,0.0001703871,0.0001159022,0.0002821933,0.0003260602,0.0002026322,0.0001173535,0.0002461134,0.000001768329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004238474,"about_ca_system_score_gemma":0.00004015878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008965288,"about_ca_topic_score_gemma":0.00001570064,"domain_scores_codex":[0.997852,0.0005529859,0.0005822583,0.0003250629,0.000290793,0.0003968807],"domain_scores_gemma":[0.9987291,0.0001107396,0.000510045,0.0002109949,0.0002948992,0.0001442809],"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":[0.0001395787,0.0003199767,0.0007386666,0.00001175198,0.0003400264,0.0001166652,0.0001957019,0.00004604483,0.9975489,0.00000321588,0.00006780463,0.0004716708],"study_design_scores_gemma":[0.004073644,0.008505546,0.002477011,0.00008242092,0.001097927,0.0002199552,0.003619866,0.0007860445,0.9730814,0.004926022,0.0002743265,0.000855902],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909223,0.003989207,0.00446139,0.00006637567,0.0001209346,0.0002889448,0.0000912978,0.0000146464,0.000044909],"genre_scores_gemma":[0.998,0.001165351,0.0006733633,0.00004846383,0.00003684801,0.00001215836,0.00002381553,0.00002272896,0.00001732379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02446756,"threshold_uncertainty_score":0.6948184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01695528076356709,"score_gpt":0.2906609824789426,"score_spread":0.2737057017153754,"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."}}