{"id":"W67309738","doi":"10.2166/wst.2001.0792","title":"Municipal wastewater sludge dewaterability and the presence of microbial extracellular polymer","year":2001,"lang":"en","type":"article","venue":"Water Science & Technology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":210,"is_retracted":false,"has_abstract":true,"ca_institutions":"D-Wave Systems (Canada)","funders":"Engineering and Physical Sciences Research Council","keywords":"Dewatering; Flocculation; Sewage sludge; Extracellular polymeric substance; Pulp and paper industry; Chemistry; Waste management; Sewage treatment; Specific resistance; Activated sludge; Wastewater; Materials science; Engineering; Bacteria; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001552754,0.0001228727,0.0004127988,0.0003840734,0.0002332878,0.00001787412,0.0005329943,0.000159572,0.0001492017],"category_scores_gemma":[0.0001870898,0.00005809087,0.00004440924,0.0005732338,0.01067084,0.000110506,0.0005106167,0.000290208,0.00002838076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004032024,"about_ca_system_score_gemma":0.0001000126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002374092,"about_ca_topic_score_gemma":0.00002086699,"domain_scores_codex":[0.9983327,0.00007640258,0.0003117743,0.0003873519,0.0002861156,0.0006056763],"domain_scores_gemma":[0.9989362,0.00007159349,0.00004505831,0.0007185318,0.0001360642,0.00009248897],"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":[0.0003296401,0.00008328049,0.08292483,0.00001937301,0.00001400019,0.0000371138,0.002060217,3.78966e-7,0.9127977,0.001050699,0.00000962628,0.0006731465],"study_design_scores_gemma":[0.002075898,0.0003101517,0.003097598,0.00002725922,0.0000585719,0.0006859392,0.0005127791,0.0007061752,0.9892814,0.001719882,0.001435441,0.00008889005],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880502,0.0004806678,0.00009792686,0.00993957,0.00007198389,0.0004407022,0.000001217979,0.0000451816,0.0008725073],"genre_scores_gemma":[0.9966864,0.00009394456,0.0005991352,0.0000639299,0.00002217925,0.00003512941,0.000001188111,0.00000651292,0.002491575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07982723,"threshold_uncertainty_score":0.9920216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02000090633415637,"score_gpt":0.2949146577380684,"score_spread":0.2749137514039121,"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."}}