{"id":"W4386374886","doi":"10.18331/brj2023.10.3.1","title":"Editorial Board","year":2023,"lang":"en","type":"paratext","venue":"Biofuel Research Journal","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Editorial board; Computer science; Library science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002379928,0.0003256533,0.000355679,0.001116239,0.0004778085,0.0005558739,0.0007444566,0.0010428,0.006394822],"category_scores_gemma":[0.0002204905,0.0002803009,0.0002404935,0.0007946997,0.0002053994,0.0001838192,0.0001956228,0.00550576,0.1239185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005112317,"about_ca_system_score_gemma":0.000402575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002629461,"about_ca_topic_score_gemma":0.000002712718,"domain_scores_codex":[0.9958519,0.0002592766,0.0004441512,0.0003617825,0.002033119,0.001049727],"domain_scores_gemma":[0.9982321,0.000117853,0.00006529735,0.0003888138,0.000687345,0.0005086524],"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":[0.00003597481,0.00001646561,0.000001415642,0.0004660641,0.00009165714,0.00002387581,0.00003633784,0.00004053382,0.002115301,0.000001858446,0.9934735,0.003696965],"study_design_scores_gemma":[0.0003745266,0.0001067145,0.000007231162,0.0001567352,0.000008372182,0.00004130704,0.0001065618,0.00007887366,0.001056833,0.0002041451,0.997553,0.0003057273],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0002662214,0.006078982,0.00006449164,0.0009148231,0.884283,0.0003413987,0.0001306286,0.0003077769,0.1076127],"genre_scores_gemma":[0.0003664004,0.04057975,0.00009121445,0.00001830295,0.6350024,0.00001913351,0.0000956066,0.0001757912,0.3236513],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2492805,"threshold_uncertainty_score":0.9999649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06424714367951848,"score_gpt":0.3464087792618115,"score_spread":0.282161635582293,"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."}}