{"id":"W2014462841","doi":"10.1007/s11746-007-1129-2","title":"Transesterification of Fish Oil to Produce Fatty Acid Ethyl Esters Using Ultrasonic Energy","year":2007,"lang":"en","type":"article","venue":"Journal of the American Oil Chemists Society","topic":"Biodiesel Production and Applications","field":"Engineering","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Atlantic Canada Opportunities Agency","keywords":"Transesterification; Fish oil; Catalysis; Sonication; Chemistry; Fatty acid; Yield (engineering); Ethyl ester; Ethanol; Ultrasonic sensor; Vegetable oil; Organic chemistry; Chromatography; Nuclear chemistry; Materials science; Fish <Actinopterygii>; Fishery; Metallurgy","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":[0.0002062427,0.0003665473,0.0001858293,0.0001859066,0.00007330194,0.0002027189,0.000141197,0.0001991205,0.0009576319],"category_scores_gemma":[0.0003057666,0.0001500029,0.0002704567,0.0001732532,0.0001583072,0.0003086572,0.0002755832,0.0001984506,0.0002977744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000219851,"about_ca_system_score_gemma":0.000181866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009735726,"about_ca_topic_score_gemma":0.001991306,"domain_scores_codex":[0.9998487,0.00002743122,0.00001280845,0.00002408946,0.00005262785,0.00003428128],"domain_scores_gemma":[0.9999046,0.00002968996,0.00002377454,0.000007221047,0.00002312726,0.00001163376],"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":[0.0000500642,0.00000706249,0.0001304352,0.00003604538,0.000004689461,0.00002686335,0.00001165511,0.0001016376,0.9976588,0.00002215606,0.000005265307,0.001945332],"study_design_scores_gemma":[0.000004052726,0.0001375566,0.0004254519,0.000003679243,0.00001006853,0.00002826579,0.00001439061,0.0003451527,0.9983979,0.0000104506,0.000620582,0.000002432012],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873382,0.001640797,0.009158608,0.00005188556,0.0000209805,0.00002614125,0.00004117336,0.00002502827,0.001697241],"genre_scores_gemma":[0.9906918,0.001273121,0.005152698,0.00002401859,0.000003714043,0.0000113551,0.00008465839,0.00001291022,0.002745727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009735726,"threshold_uncertainty_score":0.00320363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01425044421059243,"score_gpt":0.2451492985228769,"score_spread":0.2308988543122844,"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."}}