{"id":"W2604256702","doi":"10.1002/cjce.22858","title":"Ultrasound‐assisted extraction of radish seed oil with methyl acetate for biodiesel production","year":2017,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Biodiesel Production and Applications","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Extraction (chemistry); Biodiesel; Solvent; Yield (engineering); Biodiesel production; Erucic acid; Oleic acid; Chromatography; Chemistry; Hexane; Fatty acid; Pulp and paper industry; Materials science; Organic chemistry; Biochemistry; Catalysis","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":[0.0002471874,0.0001097686,0.0001704903,0.00008823484,0.0001662961,0.00006741766,0.0002479178,0.00005895078,0.000006302707],"category_scores_gemma":[0.0003038767,0.00008337211,0.00006869245,0.00008670616,0.0001152415,0.0001823578,0.000003545551,0.0002416496,9.786422e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001176828,"about_ca_system_score_gemma":0.00008501812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001857552,"about_ca_topic_score_gemma":0.0002040821,"domain_scores_codex":[0.9993923,0.000004415624,0.0002410134,0.00008121858,0.00009872914,0.000182301],"domain_scores_gemma":[0.9991958,0.00003914076,0.0001504367,0.0002718208,0.0001833946,0.0001594196],"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":[0.00001659557,0.000007073188,0.00006890583,0.00012821,0.0001449924,0.000001127891,0.0002256774,0.02185626,0.9731971,0.0001613354,0.0009697405,0.003222996],"study_design_scores_gemma":[0.0004970856,0.0000269159,0.002462077,0.0001268119,0.0001215379,0.0004834711,0.00005424273,0.003623627,0.9793925,0.00008823117,0.01289894,0.0002246103],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868978,0.0006758877,0.006784568,0.0038038,0.001123466,0.0001974855,0.00003478037,0.00006621952,0.0004159916],"genre_scores_gemma":[0.9956886,0.00002100972,0.003855888,0.000006392448,0.0003108214,0.00001313367,0.000003245775,0.00002282941,0.00007810193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01823263,"threshold_uncertainty_score":0.3399816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01799239218012571,"score_gpt":0.2229622447950223,"score_spread":0.2049698526148966,"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."}}