{"id":"W4251162219","doi":"10.32920/ryerson.14644983","title":"Combined anaerobic baffled reactor and UV/H2O2 process for the treatment of synthetic slaughterhouse wastewater","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Water Quality Monitoring and Analysis","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wastewater; Chemical oxygen demand; Hydrogen peroxide; Hydraulic retention time; Chemistry; Pulp and paper industry; Anaerobic exercise; Total organic carbon; Sewage treatment; Biochemical oxygen demand; Environmental chemistry; Environmental engineering; Environmental science; Biology; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0004615121,0.0006578843,0.0008486789,0.0004136717,0.000299658,0.0006980311,0.0005671264,0.00060314,0.0004691485],"category_scores_gemma":[0.0001645834,0.0002488718,0.0007959552,0.0003713309,0.0002003087,0.0003112909,0.0003650283,0.0005788413,0.00032086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003139809,"about_ca_system_score_gemma":0.0005170292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001903,"about_ca_topic_score_gemma":0.002872019,"domain_scores_codex":[0.9994664,0.0000832817,0.00005659756,0.0001005585,0.0002214631,0.00007168125],"domain_scores_gemma":[0.9999031,0.00001271383,0.00002773875,0.000008287118,0.00002709042,0.00002103437],"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":[0.000125689,0.0001181994,0.0003122104,0.0001215762,0.00001436989,0.00006348154,0.000017348,0.0001746361,0.9966233,0.00001724351,0.00001527744,0.002396766],"study_design_scores_gemma":[0.00002580097,0.0009384953,0.004462092,0.000009671729,0.00007727999,0.0001891648,0.00005677342,0.001483175,0.9913812,0.00002579273,0.001334788,0.00001570915],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901252,0.001362072,0.00759194,0.00004602336,0.00004492915,0.00004919072,0.00009603862,0.00008652057,0.0005979481],"genre_scores_gemma":[0.97927,0.001191819,0.01637938,0.00006102755,0.00002634274,0.00006253283,0.0003109935,0.00002504203,0.00267281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001903,"threshold_uncertainty_score":0.003783822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03348815126322489,"score_gpt":0.2750854636451204,"score_spread":0.2415973123818956,"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."}}