{"id":"W1990770318","doi":"10.2166/wst.2007.221","title":"Impact of septic compounds and operational conditions on the microbiology of an activated sludge system","year":2007,"lang":"en","type":"article","venue":"Water Science & Technology","topic":"Wastewater Treatment and Nitrogen Removal","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep de Rivière-du-Loup","funders":"","keywords":"Effluent; Activated sludge; Newsprint; Flocculation; Chemistry; Pulp and paper industry; Microorganism; Sludge bulking; Microbiology; Bacteria; Biomass (ecology); Waste management; Chromatography; Sewage treatment; Environmental engineering; Environmental science; Biology; Biochemistry; Organic chemistry; Cellulose; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003819385,0.00009413336,0.0001282596,0.0002134211,0.0002008399,0.00001083105,0.0003446832,0.00007267523,0.00009921917],"category_scores_gemma":[0.000006731636,0.00004682268,0.00002873581,0.000442649,0.002425415,0.0001394387,0.0001544826,0.00007074112,0.00003010637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000133114,"about_ca_system_score_gemma":0.00001645545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001054168,"about_ca_topic_score_gemma":0.00001962132,"domain_scores_codex":[0.9992009,0.00002362114,0.0001694673,0.0002281437,0.0001057389,0.0002721564],"domain_scores_gemma":[0.9996186,0.00002342771,0.00005293417,0.0002439021,0.00002082906,0.00004029042],"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":[0.00001561022,0.00006865647,0.0159482,0.000001332861,0.000008633463,0.000003126661,0.0001785793,0.00004767214,0.9826962,0.000958258,0.000009154501,0.00006461397],"study_design_scores_gemma":[0.0001812624,0.0005164922,0.02215516,0.000005787375,0.000006922948,0.000141909,0.0002157142,0.0001047584,0.9763935,0.0002033798,0.00001872692,0.00005634506],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990646,0.000002859315,0.00002335457,0.0001815283,0.00003181554,0.0001541154,0.0000145364,0.00003139809,0.0004958274],"genre_scores_gemma":[0.9994012,3.362323e-7,0.0005313582,0.00001577982,0.000003660427,0.000004340059,0.00001005536,0.000003653773,0.00002959638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006302617,"threshold_uncertainty_score":0.893654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009123684305775143,"score_gpt":0.2437247931432591,"score_spread":0.234601108837484,"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."}}