{"id":"W2966603397","doi":"10.1039/c9gc00241c","title":"Transesterification of soybean oil using a switchable-hydrophilicity solvent, 2-(dibutylamino)ethanol","year":2019,"lang":"en","type":"article","venue":"Green Chemistry","topic":"Biodiesel Production and Applications","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Queen's University; Canada Research Chairs; BioFuelNet Canada","keywords":"Transesterification; Solvent; Glycerol; Biodiesel; Soybean oil; Chemistry; Ethanol; Base (topology); Organic chemistry; Biofuel; Chemical engineering; Catalysis; Waste management","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001315053,0.0003207572,0.0001297039,0.0001430754,0.00008687934,0.0001721154,0.0001270599,0.000175798,0.001034196],"category_scores_gemma":[0.0001359859,0.0001156903,0.0001768183,0.0001068553,0.0001114244,0.0002777305,0.0002299253,0.0003465023,0.0004253405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001487125,"about_ca_system_score_gemma":0.0002113886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007232257,"about_ca_topic_score_gemma":0.002186829,"domain_scores_codex":[0.9999387,0.000007041457,0.00000488969,0.00001750797,0.0000192973,0.0000125485],"domain_scores_gemma":[0.999943,0.000009965152,0.00002109586,0.000005155485,0.000009721405,0.00001099926],"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":[0.00002702596,0.000005747007,0.00003231429,0.0000119411,8.98198e-7,0.00002019373,0.000004088886,0.00002056481,0.9990013,0.00002590005,0.000005733152,0.000844248],"study_design_scores_gemma":[0.00000345246,0.00004913236,0.0003381376,0.000001253832,0.000002229269,0.00005388127,0.00000520127,0.0001737096,0.9986669,0.000008166802,0.0006961054,0.000001857894],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745734,0.0009615537,0.02014014,0.0001086094,0.00005824789,0.00004094286,0.0002736612,0.0001404592,0.003703035],"genre_scores_gemma":[0.9838496,0.0008016307,0.008768979,0.00004689081,0.000006071946,0.00001373431,0.0003568706,0.00004088517,0.006115339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001034196,"threshold_uncertainty_score":0.003459752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.016785462994152,"score_gpt":0.2153940186370898,"score_spread":0.1986085556429378,"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."}}