{"id":"W29121325","doi":"10.1007/978-1-60327-133-2_6","title":"Wastewater Treatment by Electrocoagulation–Flotation","year":2010,"lang":"en","type":"book-chapter","venue":"Humana Press eBooks","topic":"Advanced oxidation water treatment","field":"Environmental Science","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Electrocoagulation; Flocculation; Coagulation; Wastewater; Sedimentation; Effluent; Waste management; Sewage treatment; Chemistry; Pulp and paper industry; Environmental engineering; Materials science; Environmental science; Engineering","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":[0.00007430263,0.0006195991,0.000353993,0.000725827,0.0003255497,0.0006004783,0.0005430497,0.0007370762,0.00402785],"category_scores_gemma":[0.00005782994,0.000274945,0.0004309308,0.0006991856,0.0002484524,0.0006815728,0.0003286074,0.0008006896,0.003768604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004754413,"about_ca_system_score_gemma":0.0002337301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006870981,"about_ca_topic_score_gemma":0.001377121,"domain_scores_codex":[0.9999056,0.000005796075,0.000004552299,0.00002478799,0.00005181888,0.000007425434],"domain_scores_gemma":[0.9999875,0.00000351561,0.000001522095,0.000001290701,0.000005039223,0.000001119231],"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":[0.00005136915,0.0002229785,0.0001398785,0.001548116,0.00003404629,0.0003048796,0.0002246697,0.002510579,0.4779554,0.01174854,0.0182512,0.4870084],"study_design_scores_gemma":[0.00002438265,0.0002477984,0.001302215,0.0002919748,0.00003313666,0.001635721,0.00004035053,0.003865042,0.2791401,0.005163225,0.7082212,0.00003482515],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08599494,0.2673312,0.2622497,0.002606783,0.002179167,0.0005552602,0.0005275537,0.002398939,0.3761564],"genre_scores_gemma":[0.1629123,0.1580277,0.1563094,0.002545476,0.000514188,0.0002573447,0.000899454,0.0003877536,0.5181463],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.00402785,"threshold_uncertainty_score":0.01347446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02678751685175596,"score_gpt":0.2386054449095479,"score_spread":0.211817928057792,"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."}}