{"id":"W2557153888","doi":"10.1002/slct.201601106","title":"Triglycerides Transesterification Reactions under Ultrasounds","year":2016,"lang":"en","type":"article","venue":"ChemistrySelect","topic":"Biodiesel Production and Applications","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Transesterification; Glycerol; Chemistry; Ethanol; Organic chemistry; Cavitation; Butanol; Triglyceride; Reaction rate; Catalysis; Materials science; Thermodynamics; Biochemistry; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003814642,0.00008988444,0.00006471253,0.00002004357,0.000063381,0.00001808791,0.00007848006,0.00006037946,0.0003077049],"category_scores_gemma":[0.00001640899,0.00007075091,0.00003640813,0.0001605836,0.00004745036,0.00007564024,0.0000018249,0.00006049087,0.0001220653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006609871,"about_ca_system_score_gemma":0.00001208194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001528626,"about_ca_topic_score_gemma":0.000001006336,"domain_scores_codex":[0.9995227,0.000003684459,0.0001326688,0.0001481477,0.00005776111,0.0001350161],"domain_scores_gemma":[0.9996433,0.00003126765,0.00001594991,0.0002260627,0.00003195094,0.00005147593],"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":[0.000002240677,0.00001083147,0.00002568644,0.0000183841,0.00001286772,5.580662e-8,0.0000149437,0.0000327491,0.992315,0.0002030247,0.003154708,0.004209539],"study_design_scores_gemma":[0.0001378542,0.000003228095,0.0004721129,0.000009306953,0.000007513917,0.00002256794,0.00002134886,0.00002652594,0.8953102,0.0003606603,0.1035159,0.0001128319],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7762617,0.0004462238,0.161544,0.005280653,0.0003840791,0.000301473,0.00006591994,0.002844652,0.05287131],"genre_scores_gemma":[0.9967341,0.0002227743,0.0002034849,0.00001983675,0.0001395006,0.00006747012,0.00001396451,0.00001781892,0.002581024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2204724,"threshold_uncertainty_score":0.3369153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01271457355265362,"score_gpt":0.2064323092351488,"score_spread":0.1937177356824951,"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."}}