{"id":"W318539021","doi":"","title":"Defence of Agaricus bisporus against toxic secondary metabolites from Trichoderma aggressivum.","year":2013,"lang":"en","type":"dissertation","venue":"Brock University Digital Repository (Brock University)","topic":"Enzyme-mediated dye degradation","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Brock University","keywords":"Agaricus bisporus; Laccase; Biology; Agaricus; Trichoderma; Microbiology; Plant disease resistance; Manganese peroxidase; Gene; Enzyme; Food science; Biochemistry; Mushroom; Botany","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00000388888,0.0005722524,0.0006986372,0.0003083216,0.0004413821,0.0001839106,0.00121873,0.0007521514,0.00006176702],"category_scores_gemma":[0.00008436498,0.0003935049,0.0005019821,0.001278687,0.0001126458,0.001938475,0.0002479618,0.0005497775,0.00007562759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002769375,"about_ca_system_score_gemma":0.0001633629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008947324,"about_ca_topic_score_gemma":0.00205038,"domain_scores_codex":[0.9974011,0.0001561168,0.00043497,0.0009129245,0.0006128273,0.0004821165],"domain_scores_gemma":[0.9973972,0.0003969534,0.001041761,0.0002506399,0.0005600456,0.0003533726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006013353,0.0004608422,0.01387865,0.0001092279,0.0004384514,0.0002746811,0.00008759031,0.0000343916,0.9036969,0.00004162804,0.03934822,0.04102809],"study_design_scores_gemma":[0.002943865,0.0008395946,0.3228424,0.001296829,0.001504551,0.00003946988,0.08142621,0.00002573696,0.1515422,0.0002394501,0.4331681,0.004131565],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.960404,0.0008906131,0.00000763793,0.000003006405,0.0005021426,0.0003901244,0.0009401483,0.0002172879,0.03664498],"genre_scores_gemma":[0.4557861,0.000653835,0.00007005686,0.00002427849,0.0002068875,6.327217e-7,0.007217268,0.00001073647,0.5360302],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7521547,"threshold_uncertainty_score":0.9998517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008219988342351256,"score_gpt":0.1710153444895331,"score_spread":0.1627953561471818,"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."}}