{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004935288,0.0003068307,0.0003156796,0.0001078573,0.00005073074,0.00005658642,0.0001540601,0.0004494811,0.0008395758],"category_scores_gemma":[0.00005661182,0.0002983958,0.00003565244,0.0003180144,0.00008834816,0.00003890004,0.00005719074,0.0005243524,0.0004390771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002085241,"about_ca_system_score_gemma":0.00002926726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004240177,"about_ca_topic_score_gemma":0.000008302176,"domain_scores_codex":[0.9989344,0.00001769319,0.0002057048,0.000477527,0.0001380099,0.0002266684],"domain_scores_gemma":[0.9994255,0.000007648081,0.0000566092,0.0003597296,0.00001678238,0.0001337069],"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":[0.000006248265,0.00001042583,0.000002930222,0.0001196258,0.0000498768,0.000002121285,0.00002874784,0.000003412059,0.0003242588,0.0002470315,0.8573387,0.1418666],"study_design_scores_gemma":[0.0003957258,0.00001805589,0.000003070724,0.00007046474,0.00003542582,0.000005954038,0.00002017184,0.00001410588,0.00110924,0.00001563325,0.9979793,0.0003328397],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004453387,0.004694814,0.00001573328,0.004647594,0.003003266,0.000205594,0.0001943836,0.001621819,0.9855723],"genre_scores_gemma":[0.001054151,0.005835271,0.0006600377,0.0001442494,0.01583722,0.0001093686,0.0001832602,0.0005301116,0.9756463],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1415337,"threshold_uncertainty_score":0.9999468,"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."}}