{"id":"W2767350462","doi":"10.1002/cjce.23069","title":"Effective sludge dewatering technique using the combination of Fenton's reagent and CPAM","year":2017,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Coagulation and Flocculation Studies","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Dewatering; Polyacrylamide; Flocculation; Reagent; Chemistry; Turbidity; Pulp and paper industry; Chromatography; Scanning electron microscope; Nuclear chemistry; Materials science; Composite material; Organic chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002763465,0.00004706957,0.0000761625,0.00002165941,0.0001757968,0.00003465882,0.0001377107,0.0000212356,0.00001891335],"category_scores_gemma":[0.0001151111,0.00002954832,0.00002674561,0.00003173712,0.000127069,0.00008102057,0.00004468614,0.00009097678,3.441583e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001154287,"about_ca_system_score_gemma":0.0000109327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001284929,"about_ca_topic_score_gemma":0.0001524456,"domain_scores_codex":[0.9996658,0.000009446788,0.0001163339,0.00003773119,0.00009226303,0.0000784006],"domain_scores_gemma":[0.9996706,0.00003614226,0.0001101548,0.0001000748,0.00001658532,0.00006649503],"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":[0.000008179778,0.000005357969,0.01959563,0.00001626479,0.00004052351,0.000007283301,0.001209675,0.02566861,0.9494338,0.0003827029,0.0000508043,0.003581147],"study_design_scores_gemma":[0.0005109461,0.00003709383,0.3548905,0.0001572691,0.00006822508,0.0002003527,0.00005211483,0.06028798,0.5818684,0.0007596236,0.000964765,0.0002028175],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996651,0.00004058353,0.002613104,0.000364369,0.00005756053,0.00009492042,7.111208e-7,0.000001924841,0.0001758439],"genre_scores_gemma":[0.9996349,0.000001008709,0.0003214843,0.00001044637,0.0000208727,0.000001748992,9.628937e-8,0.000003958589,0.000005445773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3675655,"threshold_uncertainty_score":0.1942436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01340241892882864,"score_gpt":0.2261437821258326,"score_spread":0.2127413631970039,"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."}}