{"id":"W7117560944","doi":"10.18280/ijdne.201102","title":"Comparative Study on Performance, Combustion, and Emissions of a Diesel Engine Fueled with Various Biodiesels and Blends","year":2025,"lang":"","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Biodiesel Production and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Diesel engine; Diesel fuel; Biodiesel; Diesel particulate filter; Ultra-low-sulfur diesel","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":[],"consensus_categories":[],"category_scores_codex":[0.0003544211,0.0002711014,0.0004862448,0.0006136633,0.0001692298,0.00009514577,0.0002047294,0.0001867732,0.000008811445],"category_scores_gemma":[0.00004960462,0.0002171729,0.0000429535,0.0003349295,0.0001911998,0.0002304776,0.00006929611,0.0009147787,4.862931e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007624344,"about_ca_system_score_gemma":0.00009623331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003543194,"about_ca_topic_score_gemma":0.000009414403,"domain_scores_codex":[0.9986273,0.0000610589,0.0006081688,0.0002343578,0.0003147541,0.0001543684],"domain_scores_gemma":[0.9984086,0.0002505709,0.0003179426,0.0001370636,0.0007791538,0.0001067193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.02418127,0.01377812,0.1697278,0.003413907,0.04937119,0.0002849699,0.08674216,0.3618428,0.03475852,0.06889991,0.01407448,0.1729249],"study_design_scores_gemma":[0.02015966,0.009935803,0.2528333,0.004666249,0.002738985,0.001415066,0.02407116,0.6598054,0.0102725,0.005685432,0.006520535,0.001895932],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9646671,0.004937412,0.02647185,0.001934466,0.0007700748,0.0004991614,0.00007170752,0.00002030201,0.0006278925],"genre_scores_gemma":[0.9916379,0.005691575,0.002299326,0.00006024752,0.00009627773,0.000008041083,0.000006865086,0.00001218751,0.0001876139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2979626,"threshold_uncertainty_score":0.8856053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01275839125847746,"score_gpt":0.266950561178854,"score_spread":0.2541921699203766,"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."}}