{"id":"W4416834929","doi":"10.18331/brj2025.12.4.1","title":"Editorial Board","year":2025,"lang":"","type":"paratext","venue":"Biofuel Research Journal","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bioproducts; Biofuel; Dual (grammatical number); Dual purpose; On board","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","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0168116,0.0008353467,0.002212128,0.004394994,0.003847505,0.0046005,0.003258891,0.001526642,0.2079427],"category_scores_gemma":[0.00309282,0.0009527629,0.00122895,0.001783709,0.001715683,0.0008229451,0.002153164,0.006880704,0.4991304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002416597,"about_ca_system_score_gemma":0.00252947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003656629,"about_ca_topic_score_gemma":0.00001369933,"domain_scores_codex":[0.9904625,0.0004185755,0.003047792,0.002075405,0.0008137224,0.003182037],"domain_scores_gemma":[0.9936038,0.0007986071,0.001482081,0.001246628,0.001785916,0.001083029],"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":[0.0002434431,0.0002699356,0.0004545404,0.0002709764,0.0009581831,0.00003104656,0.000480427,0.00001812497,0.000002764337,0.004451468,0.9903988,0.0024203],"study_design_scores_gemma":[0.001843716,0.0002877859,0.00008107231,0.0004072459,0.00003074464,0.00001566126,0.001474283,0.000106648,0.000007692804,0.009524383,0.9853954,0.0008253762],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001046338,0.0245405,0.00007150456,0.0007507022,0.4628469,0.0003936824,0.002290051,0.000009773507,0.5089923],"genre_scores_gemma":[0.0003048656,0.07360685,0.0001472334,0.00008066874,0.2211172,0.00003725492,0.00003486311,0.00005000807,0.7046211],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2911877,"threshold_uncertainty_score":0.9997696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1210207490523482,"score_gpt":0.3442960282213355,"score_spread":0.2232752791689873,"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."}}