{"id":"W4415227506","doi":"10.1016/j.biombioe.2025.108484","title":"Performance evaluation of a dual-fuel engine using syngas produced from downdraft gasification of coconut shells","year":2025,"lang":"en","type":"article","venue":"Biomass and Bioenergy","topic":"Biodiesel Production and Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department of Mechanical Engineering, University of Alberta","keywords":"Syngas; Work (physics); Raw material; Combustion","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003188511,0.0007808845,0.0004415713,0.0004130404,0.0002323771,0.0002953626,0.0003738532,0.0004244047,0.0007933438],"category_scores_gemma":[0.0002581996,0.000165657,0.0003420033,0.000317352,0.0002213782,0.0003911813,0.0002396583,0.0002425719,0.0001854095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003183423,"about_ca_system_score_gemma":0.0002371498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002542754,"about_ca_topic_score_gemma":0.003315108,"domain_scores_codex":[0.9998391,0.00002180273,0.00001840103,0.00003503267,0.00005878052,0.00002689744],"domain_scores_gemma":[0.9998724,0.00002816649,0.00002449344,0.000007919645,0.00004820967,0.00001887702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001702938,0.0001670949,0.00264404,0.000245208,0.00002460693,0.0002681747,0.00005792638,0.002912609,0.9866108,0.00006564675,0.00004862252,0.005252314],"study_design_scores_gemma":[0.0000268893,0.001955858,0.01191573,0.000009470499,0.00003414669,0.0000919325,0.00005618194,0.006911756,0.9785848,0.00001716087,0.0003775658,0.0000185182],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987772,0.0001317144,0.000550666,0.000009505765,0.000007375945,0.00001284288,0.00009687645,0.00002522151,0.0003885039],"genre_scores_gemma":[0.9978476,0.0002183298,0.0009550332,0.000006484159,0.00000189311,0.00001239597,0.0001669489,0.00001126803,0.000780061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002542754,"threshold_uncertainty_score":0.005055845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02908853570573753,"score_gpt":0.2539943747533867,"score_spread":0.2249058390476492,"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."}}