{"id":"W4378952786","doi":"10.1080/09593330.2023.2219851","title":"Effects of potential inducers to enhance laccase production and evaluating concomitant enzyme immobilisation","year":2023,"lang":"en","type":"article","venue":"Environmental Technology","topic":"Enzyme-mediated dye degradation","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Materium Innovations (Canada); Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Laccase; Inducer; Chemistry; Mesoporous silica; Hexane; Ethanol; Solvent; Chromatography; Pulp and paper industry; Mesoporous material; Nuclear chemistry; Organic chemistry; Enzyme; Biochemistry; Catalysis","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":[],"consensus_categories":[],"category_scores_codex":[0.0001953657,0.00008577416,0.0001057474,0.00005228035,0.00008015085,0.000005642771,0.00008371093,0.0001208621,0.00003000764],"category_scores_gemma":[0.0002211129,0.00004524654,0.00001818896,0.0003869812,0.0001031918,0.0000783202,0.0001026581,0.00009150443,0.00005339322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004665048,"about_ca_system_score_gemma":0.000002014051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000181586,"about_ca_topic_score_gemma":0.00001619933,"domain_scores_codex":[0.9992095,0.00004859834,0.0001592683,0.0002810324,0.0001485319,0.0001531041],"domain_scores_gemma":[0.9997539,0.0000727074,0.00008429998,0.00005068153,0.000005553662,0.00003285706],"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":[0.00001280022,0.00002977494,0.001642816,0.000006377858,0.000004710193,0.00000288909,0.00005935222,0.00003096539,0.9299597,0.00001346529,0.00005929269,0.06817789],"study_design_scores_gemma":[0.00007153408,0.0004082054,0.08682276,0.00001559491,0.00001070323,0.000006844372,0.0005985474,0.0001272832,0.9115275,0.000240477,0.00008498778,0.0000856367],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976698,0.0001013741,0.000008124821,0.001506492,0.0001448318,0.0004315142,0.000009026506,0.0001228474,0.000005987525],"genre_scores_gemma":[0.9995133,0.00007658252,0.0001518119,0.00002772296,0.00005506801,0.00006434269,0.00004558673,0.000001368212,0.00006420853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08517995,"threshold_uncertainty_score":0.18451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008487682541380813,"score_gpt":0.2390056675442032,"score_spread":0.2305179850028224,"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."}}