{"id":"W2997275898","doi":"10.1080/21501203.2019.1703052","title":"Systematic metadata analysis of brown rot fungi gene expression data reveals the genes involved in Fenton’s reaction and wood decay process","year":2019,"lang":"en","type":"article","venue":"Mycology&#58 An International Journal on Fungal Biology","topic":"Enzyme-mediated dye degradation","field":"Agricultural and Biological Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Biology; Gene; Metadata; Gene expression; Process (computing); Botany; Computational biology; Genetics; World Wide Web","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":[0.0007205355,0.0004991881,0.0006355706,0.003841856,0.0008477956,0.0009183292,0.0002701773,0.0002957921,0.0006442079],"category_scores_gemma":[0.001611147,0.0001539124,0.000937604,0.004202469,0.0003154571,0.0006888398,0.000910812,0.0004303213,0.0003843659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004536404,"about_ca_system_score_gemma":0.001297939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002819603,"about_ca_topic_score_gemma":0.006014179,"domain_scores_codex":[0.9990504,0.00008364542,0.0001189161,0.0004096293,0.000206679,0.0001308323],"domain_scores_gemma":[0.9986538,0.0003104882,0.0003917501,0.0001800679,0.0003242965,0.0001395905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001309871,0.0001744339,0.2802851,0.00481133,0.0006839788,0.001287762,0.00117223,0.002658174,0.5666941,0.001354923,0.00646208,0.1331059],"study_design_scores_gemma":[0.00004352385,0.0003751569,0.8493616,0.0005370843,0.0008146995,0.001437448,0.001377387,0.007172974,0.07466939,0.001441581,0.06264905,0.0001200171],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8459877,0.008045897,0.01109297,0.0002256603,0.00007423669,0.0001411721,0.1302912,0.001247293,0.002893847],"genre_scores_gemma":[0.6887642,0.004463217,0.02890041,0.0002491221,0.00004826721,0.0002920334,0.2750976,0.0002737848,0.00191128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003841856,"threshold_uncertainty_score":0.005606353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03950377773239672,"score_gpt":0.2977070931229285,"score_spread":0.2582033153905318,"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."}}