{"id":"W2332664793","doi":"10.2166/wst.2011.053","title":"Ozonation of endogenous residue and active biomass from a synthetic activated sludge","year":2011,"lang":"en","type":"article","venue":"Water Science & Technology","topic":"Wastewater Treatment and Nitrogen Removal","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"EnviroSim (Canada); Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biodegradation; Chemistry; Activated sludge; Ozone; Lysis; Residue (chemistry); Solubilization; Biomass (ecology); Pulp and paper industry; Environmental chemistry; Waste management; Sewage treatment; Organic chemistry; Biochemistry; Agronomy; Biology","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":[0.0002082316,0.0003456718,0.0002437396,0.0001460179,0.0000857764,0.0003437557,0.000151484,0.0002015304,0.0003108937],"category_scores_gemma":[0.0002611174,0.0001060995,0.0002634138,0.0001567275,0.0002060646,0.000178729,0.000272309,0.0003575152,0.00009314655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002632752,"about_ca_system_score_gemma":0.0003555662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008747301,"about_ca_topic_score_gemma":0.001536637,"domain_scores_codex":[0.99977,0.00003674638,0.00001940243,0.00003389965,0.00009612738,0.00004375517],"domain_scores_gemma":[0.9999067,0.0000243811,0.00002690098,0.000008626192,0.00001362402,0.00001982427],"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":[0.00005377254,0.000008556156,0.000177882,0.00002729471,0.000003699966,0.00001350116,0.000006090743,0.00005457622,0.9991954,0.00001621102,0.000002292686,0.0004407811],"study_design_scores_gemma":[0.000005402075,0.0002144762,0.002400504,0.000003822404,0.00001194315,0.00004267287,0.00001860201,0.0004725124,0.9965475,0.00001598939,0.0002645075,0.000002018126],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981136,0.0001991026,0.001431808,0.00001298719,0.000005247926,0.000009416442,0.00005024624,0.000005992005,0.0001715732],"genre_scores_gemma":[0.9962583,0.0003296158,0.002257554,0.00001753842,0.000002895149,0.00001145402,0.0002742945,0.000008724862,0.0008397823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008747301,"threshold_uncertainty_score":0.00191021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02062634414720406,"score_gpt":0.2011590646523249,"score_spread":0.1805327205051209,"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."}}