{"id":"W4250871734","doi":"10.1002/047167849x.bio024.pub2","title":"Glycerin","year":2020,"lang":"en","type":"other","venue":"Bailey's Industrial Oil and Fat Products","topic":"Biodiesel Production and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Glycerol; Refining (metallurgy); Pulp and paper industry; Distillation; Waste management; Vacuum distillation; Refinery; Chemistry; Biodiesel; Materials science; Process engineering; Organic chemistry; Engineering; Catalysis; Metallurgy","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":[0.000110474,0.0006529995,0.0001436452,0.0009016563,0.0005769936,0.001111468,0.0004180375,0.0003481073,0.1376445],"category_scores_gemma":[0.0001798607,0.0001273524,0.0001789558,0.0005993567,0.0001648407,0.0005086079,0.0007646803,0.0004620412,0.072235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006005501,"about_ca_system_score_gemma":0.0003951856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001816212,"about_ca_topic_score_gemma":0.002906051,"domain_scores_codex":[0.9998477,0.000007580263,0.000006044735,0.00002951887,0.00008931967,0.00001982703],"domain_scores_gemma":[0.99993,0.000005574252,0.000006739277,0.000008454108,0.00003280478,0.00001631382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003671488,0.0002203867,0.00143291,0.0007108967,0.00001315873,0.0006905065,0.0001394034,0.0006727234,0.1544693,0.04921506,0.1669888,0.6250797],"study_design_scores_gemma":[0.000005422919,0.00003295963,0.0006370022,0.00004357456,0.000003287809,0.0002053122,0.00002910331,0.0001337568,0.02234362,0.001201101,0.9753602,0.00000453911],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01172512,0.00312352,0.005883045,0.000674478,0.0006385543,0.0001311562,0.003542823,0.00089864,0.9733827],"genre_scores_gemma":[0.05335038,0.003844278,0.004533159,0.0004126726,0.00006411198,0.00007172857,0.005360219,0.0002240722,0.9321392],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1376445,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03844942478807238,"score_gpt":0.2122416123185323,"score_spread":0.1737921875304599,"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."}}