{"id":"W2182004316","doi":"","title":"INNOVATIVE BIODIESEL PRODUCTION BY HEAT-INTEGRATED REACTIVE ABSORPTION","year":2010,"lang":"en","type":"article","venue":"","topic":"Biodiesel Production and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"AkzoNobel (Canada)","funders":"","keywords":"Process engineering; Biodiesel; Raw material; Biodiesel production; Reactive distillation; Process (computing); Production (economics); Waste management; Environmental science; Engineering; Computer science; Catalysis; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001688531,0.0003638472,0.000319452,0.0001887301,0.0002281455,0.000414568,0.0006839184,0.0003801327,0.0008268519],"category_scores_gemma":[0.0001251363,0.0002225135,0.0004026754,0.0001762557,0.0002836894,0.0006234748,0.0004910013,0.000478918,0.000306032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002903643,"about_ca_system_score_gemma":0.0002244682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003673704,"about_ca_topic_score_gemma":0.0005883062,"domain_scores_codex":[0.9998236,0.0000123015,0.000004712984,0.0000433198,0.0000894633,0.0000264897],"domain_scores_gemma":[0.9999609,0.000009725482,0.000009077223,0.000007190186,0.000009023761,0.000004061041],"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":[0.0001318851,0.00008085198,0.0002453502,0.0001507148,0.00001410254,0.00009485659,0.00003765579,0.009500236,0.9757711,0.00299033,0.00007042942,0.01091254],"study_design_scores_gemma":[0.00004219761,0.0003004281,0.0005235985,0.000006205093,0.00002148473,0.0001091609,0.00001771878,0.05085158,0.943976,0.0006232481,0.003509118,0.00001926746],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7811919,0.0009418277,0.2062571,0.0001107794,0.00008306011,0.00007923806,0.00009201546,0.0007651925,0.01047883],"genre_scores_gemma":[0.9645385,0.0003417936,0.03241378,0.00001830441,0.00000729819,0.00002718354,0.00005359931,0.00003255318,0.00256708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008268519,"threshold_uncertainty_score":0.002766132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007894950396448823,"score_gpt":0.2134743908081578,"score_spread":0.205579440411709,"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."}}