{"id":"W4390051304","doi":"10.21203/rs.3.rs-3771693/v1","title":"Substrate specificity mapping of fungal CAZy AA3_2 oxidoreductases","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Enzyme-mediated dye degradation","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; University of Toronto","funders":"Novo Nordisk; Suomen Kulttuurirahasto","keywords":"Subfamily; Biology; Biochemistry; Enzyme; Oxidase test; Gene","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":[0.0001797474,0.0004109796,0.0002515616,0.0006646607,0.0001393436,0.0003495457,0.0001682133,0.0002054364,0.00058772],"category_scores_gemma":[0.0002801252,0.0000997617,0.0004151812,0.0009970175,0.0001013298,0.0001653848,0.0002128819,0.0002745887,0.0003670737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002477891,"about_ca_system_score_gemma":0.0002319247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001483251,"about_ca_topic_score_gemma":0.00101245,"domain_scores_codex":[0.9998227,0.00002232365,0.00002078037,0.00006045654,0.00004090951,0.00003300922],"domain_scores_gemma":[0.9998386,0.00003699737,0.00004692293,0.00001304338,0.00003967695,0.00002465341],"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":[0.0002543052,0.00004455301,0.003638748,0.0000949196,0.00001814755,0.00008871271,0.00004741417,0.0003417351,0.9899622,0.00009184756,0.00004427384,0.005373109],"study_design_scores_gemma":[0.00002938663,0.0002725134,0.08001532,0.00003768873,0.00009576545,0.001002832,0.0001989263,0.008948542,0.9041868,0.0001993958,0.004994117,0.00001881535],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990217,0.0009692297,0.00592743,0.00003516821,0.000008663003,0.0000512641,0.001850051,0.00004139885,0.0008998648],"genre_scores_gemma":[0.9815285,0.000558673,0.01117149,0.00002088647,0.000007120794,0.00004513469,0.005842217,0.00001824581,0.0008077494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001483251,"threshold_uncertainty_score":0.002949238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2207529204161217,"score_gpt":0.3647188511440088,"score_spread":0.143965930727887,"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."}}