{"id":"W1855901990","doi":"10.3390/md13116566","title":"Chitosanases from Family 46 of Glycoside Hydrolases: From Proteins to Phenotypes","year":2015,"lang":"en","type":"review","venue":"Marine Drugs","topic":"Studies on Chitinases and Chitosanases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Glycoside hydrolase; Biochemistry; Enzyme; Hydrolysis; Mutagenesis; Chitosanase; Biology; Phenotype; Chemistry; Gene; Mutation","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009985444,0.000727328,0.001848042,0.000107651,0.00007824268,0.00003660004,0.0007155421,0.0003487014,0.00009953625],"category_scores_gemma":[0.0002237828,0.0006117077,0.000624272,0.0002373525,0.0001038859,0.000003732354,0.001336939,0.0002149241,0.00007038349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003419263,"about_ca_system_score_gemma":0.0003508021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00583214,"about_ca_topic_score_gemma":0.001090694,"domain_scores_codex":[0.9972913,0.0001466521,0.0007985156,0.0009674179,0.0003736101,0.0004224917],"domain_scores_gemma":[0.9979758,0.00009795332,0.0004449371,0.001118347,0.0001008622,0.0002621587],"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":[0.0001487781,0.0002601696,0.00008432097,0.001272219,0.001101577,0.00002695571,0.00008086672,0.000005451664,0.0008102442,0.00001249845,0.01374322,0.9824537],"study_design_scores_gemma":[0.0004408816,0.000350674,0.0001136971,0.00156294,0.0007230883,0.000002755425,0.0001750969,0.000001085375,0.002466142,0.00009764954,0.9933898,0.0006762043],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04464411,0.9454897,0.00002277179,0.00002928416,0.0003655223,0.001008565,0.003574914,0.00003453934,0.004830583],"genre_scores_gemma":[0.002464208,0.987287,0.001189504,0.0002660554,0.00173214,0.0003034539,0.006288729,0.0001363233,0.0003325839],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9817775,"threshold_uncertainty_score":0.9996334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02407781257334879,"score_gpt":0.2965908266518709,"score_spread":0.2725130140785221,"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."}}