{"id":"W4413436697","doi":"10.1002/cjce.70060","title":"Comparative evaluation of grape seed and Kusum oil methyl esters as renewable fuels using alkaline catalysts","year":2025,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Biodiesel Production and Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Catalysis; Chemistry; Renewable energy; Organic chemistry; Pulp and paper industry; Waste management; Environmental science; Engineering; Biology; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003474116,0.0003348067,0.0004596436,0.0005038444,0.0001453594,0.0004636167,0.0003389607,0.0002395528,0.0005591268],"category_scores_gemma":[0.0004334548,0.0001659413,0.0004807457,0.0004009912,0.0001346806,0.000328464,0.0003988297,0.0002583909,0.000297714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002046729,"about_ca_system_score_gemma":0.0001761858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007828898,"about_ca_topic_score_gemma":0.00192946,"domain_scores_codex":[0.9996753,0.00005598174,0.00003542488,0.00004739799,0.0001440713,0.00004188278],"domain_scores_gemma":[0.9998989,0.00002131707,0.00002091321,0.000008457248,0.00003107365,0.00001938233],"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":[0.000451217,0.00006679824,0.0006962296,0.0003590314,0.00004681015,0.0001455142,0.00003448755,0.0006483699,0.986402,0.0001716672,0.00004072215,0.01093721],"study_design_scores_gemma":[0.00001491297,0.0007420143,0.002252868,0.00002255911,0.00007375189,0.00008557286,0.0000499283,0.001628072,0.9927139,0.00002984923,0.002377564,0.000009038084],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930039,0.00353212,0.001349477,0.00002253525,0.00002350664,0.00002459556,0.00006259602,0.00001763688,0.001963629],"genre_scores_gemma":[0.9944757,0.002312486,0.002149327,0.00001249171,0.000007020432,0.0000158059,0.00008642163,0.00001462471,0.0009262802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007828898,"threshold_uncertainty_score":0.001870453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03069072936547479,"score_gpt":0.267742012569214,"score_spread":0.2370512832037392,"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."}}