{"id":"W2921986292","doi":"10.3390/w11030547","title":"Optimizing Chemically Enhanced Primary Treatment Processes for Simultaneous Carbon Redirection and Phosphorus Removal","year":2019,"lang":"en","type":"article","venue":"Water","topic":"Wastewater Treatment and Reuse","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Clarifier; Flocculation; Chemistry; Phosphorus; Ferric; Chloride; Pulp and paper industry; Suspended solids; Sewage treatment; Total organic carbon; Wastewater; Environmental chemistry; Environmental engineering; Environmental science; Inorganic chemistry; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000383387,0.0006128895,0.0006535461,0.0004383512,0.0002725516,0.0008671978,0.00035011,0.0005376624,0.00071533],"category_scores_gemma":[0.0004323412,0.000211547,0.0006606741,0.0003694783,0.0003441646,0.0005042129,0.0004305421,0.0005424969,0.0003168157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005792994,"about_ca_system_score_gemma":0.0008908398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00153862,"about_ca_topic_score_gemma":0.005347447,"domain_scores_codex":[0.9996126,0.00006494647,0.00002577958,0.0000711227,0.0001669379,0.00005860323],"domain_scores_gemma":[0.9998257,0.00003964935,0.00005852891,0.0000113565,0.00004725594,0.0000176549],"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":[0.00002976912,0.0000611192,0.0001417123,0.0001219121,0.000006627587,0.00002642488,0.000008514577,0.0006528319,0.9955715,0.00005397111,0.00001895986,0.003306576],"study_design_scores_gemma":[0.00001164898,0.0003217053,0.001341926,0.000005312872,0.00002235167,0.00006064566,0.00001732672,0.002631753,0.9947004,0.00003945107,0.0008395026,0.0000079651],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837193,0.001878234,0.01208516,0.0001271821,0.00003381199,0.0001424964,0.0001477802,0.00009762648,0.001768393],"genre_scores_gemma":[0.9727982,0.001857813,0.02324262,0.0000525367,0.00001755836,0.00004750679,0.0001719162,0.0000262728,0.001785701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00153862,"threshold_uncertainty_score":0.004203141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004919527753233956,"score_gpt":0.1892986608134158,"score_spread":0.1843791330601819,"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."}}