{"id":"W4380624580","doi":"10.1007/s11756-023-01449-9","title":"News, trends, and challenges in Carbohydrate-Active enZymes","year":2023,"lang":"en","type":"article","venue":"Biologia","topic":"Enzyme Production and Characterization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canada's Michael Smith Genome Sciences Centre; University of British Columbia","funders":"","keywords":"Computational biology; Biology","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":[0.007274538,0.0008925415,0.0008291008,0.001530857,0.0005177379,0.005638036,0.001099063,0.00341493,0.004195505],"category_scores_gemma":[0.007664409,0.00058278,0.0006428037,0.00188712,0.001882457,0.007946305,0.0009777229,0.006678367,0.00266073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001720396,"about_ca_system_score_gemma":0.001416106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001183452,"about_ca_topic_score_gemma":0.002744188,"domain_scores_codex":[0.9984115,0.0002369589,0.0001934773,0.0001534801,0.0008188866,0.0001855656],"domain_scores_gemma":[0.9911075,0.003715887,0.0009735197,0.0003375081,0.002182577,0.001682966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001587937,0.0002530711,0.001955792,0.003418901,0.00007596022,0.0007939072,0.0003024601,0.0004997379,0.01729982,0.01520278,0.5144189,0.4441907],"study_design_scores_gemma":[0.00003827966,0.0001682887,0.002244576,0.0005336726,0.00002770914,0.0004594666,0.0004913347,0.0002620919,0.002359902,0.003563546,0.9898207,0.00003031198],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006802865,0.6620128,0.003130809,0.2426854,0.07101064,0.00003112167,0.0004763342,0.0002514533,0.0135987],"genre_scores_gemma":[0.02837615,0.7667809,0.004855074,0.08016483,0.07972996,0.00005354207,0.0009486324,0.000142851,0.03894804],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007274538,"threshold_uncertainty_score":0.03847188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04507440387511531,"score_gpt":0.2644708804613134,"score_spread":0.2193964765861981,"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."}}