{"id":"W6958669453","doi":"10.6084/m9.figshare.24104401.v1","title":"Additional file 1 of Functional characterization of fungal lytic polysaccharide monooxygenases for cellulose surface oxidation","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; University of Toronto; University of British Columbia","funders":"","keywords":"Polysaccharide; Ascorbic acid; Cellulose; Cellulase; Gallic acid; Fluorescence; Hydrolysate","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002468543,0.00187411,0.002286393,0.001943507,0.001237218,0.002419886,0.002546827,0.001818779,0.8402237],"category_scores_gemma":[0.0182082,0.001024241,0.001247316,0.003470151,0.0004191971,0.002293897,0.001107544,0.00138601,0.1953507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001114756,"about_ca_system_score_gemma":0.002400157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003795768,"about_ca_topic_score_gemma":0.006677105,"domain_scores_codex":[0.998894,0.0001431103,0.0001914049,0.0003248696,0.0002989786,0.000147649],"domain_scores_gemma":[0.9896168,0.007632876,0.0005372696,0.0006309169,0.001291217,0.0002910551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00130872,0.0003112469,0.002055933,0.01323824,0.0001245266,0.0002049927,0.0001194064,0.000901403,0.003460565,0.001292318,0.9614288,0.01555397],"study_design_scores_gemma":[0.008407339,0.0009160785,0.01669639,0.004060922,0.000325009,0.0007695674,0.0003765473,0.004037316,0.009744642,0.008771236,0.9456428,0.0002522101],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.000324607,0.00005334638,0.0007907533,0.0001009608,0.00004681681,0.0001593264,0.9972008,0.0005161424,0.0008072362],"genre_scores_gemma":[0.006320923,0.0003364118,0.007784208,0.0006072016,0.00008330527,0.003346545,0.9730944,0.001482473,0.006944602],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8402237,"threshold_uncertainty_score":0.2279015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0534568515239453,"score_gpt":0.271705313439299,"score_spread":0.2182484619153537,"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."}}