{"id":"W1588036294","doi":"10.1002/9780470168219.ch4","title":"WASTE REDUCTION FOR CHEMICAL PLANT OPERATIONS","year":2007,"lang":"en","type":"other","venue":"","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Reduction (mathematics); Waste management; Environmental science; Engineering; Mathematics","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":[0.0004019394,0.000560021,0.0002626277,0.001173153,0.0007987132,0.001364732,0.0006166027,0.0006526803,0.04419454],"category_scores_gemma":[0.0004983748,0.0001597897,0.0004139833,0.001650144,0.0002177746,0.0009255507,0.0005907937,0.000566763,0.006287569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001588156,"about_ca_system_score_gemma":0.002726564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006935459,"about_ca_topic_score_gemma":0.02094464,"domain_scores_codex":[0.9992734,0.00008244181,0.00001812463,0.00004734718,0.000513561,0.00006526083],"domain_scores_gemma":[0.9998378,0.00003676268,0.00002080436,0.00001943879,0.000072195,0.00001289903],"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":[0.00008162751,0.0003809032,0.001021379,0.0009110086,0.00001146165,0.00006536562,0.0001371399,0.002589734,0.006425203,0.02249176,0.0967865,0.8690979],"study_design_scores_gemma":[0.0000213373,0.0002019143,0.008353178,0.0008596313,0.00002223524,0.0001405832,0.0004701097,0.001747048,0.01947602,0.01113514,0.9575511,0.00002170757],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03084219,0.04002275,0.01960246,0.01302063,0.001376761,0.0005005459,0.002371144,0.001009003,0.8912545],"genre_scores_gemma":[0.1489034,0.07838682,0.0336258,0.001765544,0.0006719006,0.0002692755,0.002362793,0.000318168,0.7336963],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04419454,"threshold_uncertainty_score":0.1478455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006033046793845386,"score_gpt":0.2019947512115378,"score_spread":0.1959617044176925,"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."}}