{"id":"W2048958167","doi":"10.1093/molbev/msm243","title":"Insight into Ligand Diversity and Novel Biological Roles for Family 32 Carbohydrate-Binding Modules","year":2007,"lang":"en","type":"article","venue":"Molecular Biology and Evolution","topic":"Glycosylation and Glycoproteins Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Biology; Computational biology; Glycan; Enzyme; Carbohydrate-binding module; Function (biology); Protein family; Biochemistry; Genetics; Glycoside hydrolase; Gene; Glycoprotein","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001934231,0.0002669648,0.0002617372,0.0005369324,0.0001661546,0.00036452,0.0001971388,0.0002223837,0.0008002853],"category_scores_gemma":[0.0003205014,0.00009649195,0.000241314,0.0003676518,0.0001497119,0.0004076674,0.0002457064,0.0004139373,0.0002542992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001894999,"about_ca_system_score_gemma":0.0002040587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004286095,"about_ca_topic_score_gemma":0.0005053431,"domain_scores_codex":[0.999927,0.00001409349,0.000005039327,0.00002236929,0.00001771417,0.00001368026],"domain_scores_gemma":[0.9998889,0.00003680602,0.00002396181,0.00001273548,0.00001402042,0.00002349752],"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":[0.000183273,0.00005138031,0.01966492,0.00009669191,0.00001716812,0.0003389861,0.00009972775,0.003537423,0.9530931,0.001658767,0.0001415969,0.02111702],"study_design_scores_gemma":[0.00003407797,0.000887511,0.2151664,0.000101463,0.0001211762,0.004033212,0.0006100268,0.2724667,0.4728741,0.01101503,0.02258035,0.0001099265],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827628,0.001159189,0.01435808,0.00008315699,0.000005602248,0.00001319496,0.0003518474,0.00008495308,0.001181173],"genre_scores_gemma":[0.9812083,0.0005462597,0.01706619,0.00004361357,0.000007593336,0.00001062575,0.000732359,0.0000178619,0.0003671731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008002853,"threshold_uncertainty_score":0.002677202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01883393654209978,"score_gpt":0.2800504588293178,"score_spread":0.261216522287218,"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."}}