{"id":"W4236558504","doi":"10.1002/047167849x.bio079.pub2","title":"Environmental Impact and Waste Management","year":2020,"lang":"en","type":"other","venue":"Bailey's Industrial Oil and Fat Products","topic":"Edible Oils Quality and Analysis","field":"Chemistry","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Waste management; Wastewater; Environmental science; Refining (metallurgy); Process (computing); Municipal solid waste; Engineering; Computer science","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":[0.000593492,0.0005637049,0.0002176508,0.001869175,0.0007978433,0.003128063,0.0005418874,0.0009355106,0.02020063],"category_scores_gemma":[0.0007089322,0.00008561762,0.0002975423,0.002563302,0.0006039603,0.0009479645,0.001590418,0.0005473053,0.002210189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002204328,"about_ca_system_score_gemma":0.001517233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008048835,"about_ca_topic_score_gemma":0.01092271,"domain_scores_codex":[0.9989165,0.0002681082,0.0000458686,0.00008182157,0.0005191463,0.000168518],"domain_scores_gemma":[0.9995412,0.00007978693,0.00007179253,0.00003195224,0.0002395648,0.00003560416],"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":[0.000218058,0.0003341598,0.01441728,0.001663834,0.00008563424,0.0009414185,0.0005101041,0.008421347,0.008602821,0.2150519,0.07865092,0.6711025],"study_design_scores_gemma":[0.000007729747,0.0002052751,0.01290076,0.001165842,0.00003400606,0.0005867897,0.002094069,0.001572579,0.01251613,0.04689573,0.9219877,0.00003344591],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05545177,0.04414101,0.00454127,0.01311356,0.001013086,0.00008096641,0.002069478,0.0001816706,0.8794072],"genre_scores_gemma":[0.6388268,0.08565394,0.004569318,0.002996271,0.0005347846,0.00009564396,0.001867757,0.0001573051,0.2652982],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02020063,"threshold_uncertainty_score":0.0675779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02927783199571524,"score_gpt":0.2363661842215264,"score_spread":0.2070883522258111,"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."}}