{"id":"W4394136466","doi":"10.6084/m9.figshare.20329939","title":"Additional file 3 of Exploring the multi-level regulation of lignocellulases in the filamentous fungus Trichoderma guizhouense NJAU4742 from an omics perspective","year":2022,"lang":"en","type":"dataset","venue":"Open MIND","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Fungus; Perspective (graphical); Biology; Filamentous fungus; Computational biology; Botany; Computer science; Genetics; Artificial intelligence","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":[0.001193025,0.002065295,0.001871174,0.002623943,0.0009748446,0.002212407,0.002353972,0.002288854,0.2977596],"category_scores_gemma":[0.005806706,0.0006410308,0.001628978,0.00415472,0.0004722445,0.001260753,0.001536912,0.001630928,0.08049519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001267608,"about_ca_system_score_gemma":0.002561842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008833103,"about_ca_topic_score_gemma":0.01981015,"domain_scores_codex":[0.9992813,0.00008381394,0.00009725693,0.0002756902,0.0001382449,0.0001236762],"domain_scores_gemma":[0.9972717,0.001636101,0.0002170357,0.0003021384,0.0004158799,0.0001571264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000530151,0.0001491348,0.003895304,0.008245895,0.0002054964,0.0001913065,0.0001002002,0.001276558,0.00221543,0.0009995558,0.9762853,0.005905706],"study_design_scores_gemma":[0.003060937,0.000216354,0.02312169,0.001789646,0.0004009056,0.0004471781,0.0002553229,0.002055558,0.003377592,0.005490984,0.9596369,0.0001469116],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001005714,0.00002358353,0.00005159745,0.00001834443,0.000006927887,0.00001033111,0.9995182,0.0001263146,0.0001441421],"genre_scores_gemma":[0.0006662081,0.00003986209,0.0004387178,0.00006167117,0.000004967064,0.0001341634,0.9981223,0.00007379593,0.0004583687],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2977596,"threshold_uncertainty_score":0.9961051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1011583988873418,"score_gpt":0.279572947315529,"score_spread":0.1784145484281872,"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."}}