{"id":"W2944309467","doi":"10.1016/j.biteb.2019.100220","title":"Biodiesel production from Cascabela ovata seed oil","year":2019,"lang":"en","type":"article","venue":"Bioresource Technology Reports","topic":"Biodiesel Production and Applications","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Consejo Nacional de Ciencia y Tecnología","keywords":"Biodiesel; Diesel fuel; Transesterification; Pulp and paper industry; Biodiesel production; Oleic acid; Environmental science; Stearic acid; Biofuel; Chemistry; Methanol; Vegetable oil refining; Fossil fuel; Renewable fuels; Biotechnology; Organic chemistry; Biology; Catalysis; Biochemistry; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005850015,0.0004751751,0.0001485198,0.0004158189,0.000205516,0.0002805443,0.0001336582,0.000142127,0.0008068398],"category_scores_gemma":[0.00007544018,0.0001070296,0.0003078886,0.0002800478,0.0001163426,0.0002300628,0.0002614928,0.0003211814,0.0002860007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000279113,"about_ca_system_score_gemma":0.0002983343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002362358,"about_ca_topic_score_gemma":0.005786701,"domain_scores_codex":[0.999961,0.000001627084,0.000002087415,0.00001046204,0.0000127304,0.00001199554],"domain_scores_gemma":[0.9999567,0.00000384741,0.00000701834,0.000004183981,0.0000141559,0.0000140617],"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":[0.00002618294,0.000007442536,0.0001585393,0.00002271722,0.000001667799,0.00007216309,0.00001182974,0.00004319283,0.9983032,0.00003448595,0.00001624091,0.001302308],"study_design_scores_gemma":[0.000007198098,0.0001280721,0.005495337,0.000008767561,0.00002200418,0.000109726,0.00005453778,0.0004693933,0.9903436,0.00005355377,0.003301548,0.00000638352],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921725,0.0004329594,0.002407846,0.0000912472,0.00002895449,0.00001737411,0.000207269,0.00006279402,0.004579007],"genre_scores_gemma":[0.9887447,0.0005882276,0.001747352,0.00002374653,0.000004876867,0.0000131473,0.000347879,0.00003591783,0.008494257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002362358,"threshold_uncertainty_score":0.004697263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005699100003777384,"score_gpt":0.1868785642596349,"score_spread":0.1811794642558575,"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."}}