{"id":"W2503699426","doi":"10.1021/bk-2012-1092.ch008","title":"TPA Supported on SBA-15 as Solid Acid Catalysts for the Biodiesel Production","year":2012,"lang":"en","type":"book-chapter","venue":"ACS symposium series","topic":"Biodiesel Production and Applications","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Triolein; Transesterification; Catalysis; Methanol; Biodiesel production; Biodiesel; Yield (engineering); Raw material; Nuclear chemistry; Response surface methodology; Materials science; Chemistry; Organic chemistry; Lipase; Chromatography; Composite material","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001768386,0.0004903902,0.0003466278,0.0001319511,0.0004311079,0.00008539156,0.0003073251,0.0003488372,0.0001247181],"category_scores_gemma":[0.00002531024,0.0003938664,0.0001601159,0.00006939074,0.0002375673,0.0002683186,0.00005712489,0.0003972854,0.0009185112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000102719,"about_ca_system_score_gemma":0.00004319201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008011741,"about_ca_topic_score_gemma":0.00003218009,"domain_scores_codex":[0.9985178,0.000007427936,0.0003860581,0.0004591732,0.0002392752,0.0003902763],"domain_scores_gemma":[0.9985636,0.00004356702,0.0001338972,0.0009764277,0.0001860891,0.00009637988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002146625,0.0001058634,0.00000910678,0.0009744877,0.001446771,0.000002470384,0.002580165,0.000618504,0.1631233,0.1322641,0.6863967,0.01226391],"study_design_scores_gemma":[0.0000945624,0.00006564565,0.00001239658,0.00004075457,0.0002018672,0.00004720643,0.00007390785,0.0000094322,0.1748131,0.002111054,0.8221079,0.0004221283],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001230323,0.02169748,0.0005598364,0.08265092,0.02092771,0.01081611,0.002181456,0.005485222,0.8544509],"genre_scores_gemma":[0.1555224,0.01121883,0.0003178007,0.0004390852,0.005773671,0.00164274,0.001738911,0.0004132332,0.8229334],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.154292,"threshold_uncertainty_score":0.9998594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01976879280891392,"score_gpt":0.2327691794770758,"score_spread":0.2130003866681619,"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."}}