{"id":"W29603934","doi":"10.1139/s03-016","title":"Seasonal Variations in the bacterial population in an activated sludge system","year":2003,"lang":"en","type":"article","venue":"Journal of Environmental Engineering and Science","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wastewater; Effluent; Environmental science; Sewage treatment; Fecal coliform; Sewage; Activated sludge; Population; Coliform bacteria; Microorganism; Environmental engineering; Ecology; Biology; Water quality; Bacteria","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001566437,0.0001200819,0.0002062635,0.0003082769,0.0001876693,0.0003135761,0.0001236801,0.0001776638,0.0002875397],"category_scores_gemma":[0.0003172132,0.0001211195,0.0001261348,0.0002902253,0.0001342687,0.0001172329,0.00009762292,0.0001355035,0.0001337423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002618426,"about_ca_system_score_gemma":0.0002063331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002546103,"about_ca_topic_score_gemma":0.002597149,"domain_scores_codex":[0.9998877,0.00001852716,0.000007524057,0.00003144324,0.00003243232,0.00002233215],"domain_scores_gemma":[0.999772,0.00005848827,0.00005113094,0.00001323313,0.00006883891,0.00003629611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000967646,0.0001911209,0.1086899,0.00005474149,0.00004684896,0.0001993772,0.0003464708,0.001837469,0.876156,0.00009254491,0.0001318559,0.01128597],"study_design_scores_gemma":[0.0000469838,0.002751592,0.6670477,0.00001250278,0.0001112623,0.0004183064,0.0008232673,0.02682414,0.3000846,0.0002324626,0.001601334,0.00004589997],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996879,0.00002393955,0.0001376566,0.000004802007,0.000001107021,0.000002603555,0.00004411748,0.000004769748,0.00009318247],"genre_scores_gemma":[0.9994224,0.00003164081,0.0002112682,0.000006446029,0.000001056506,0.000005012561,0.0001283866,0.00000143948,0.0001922432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002546103,"threshold_uncertainty_score":0.00506264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009074493308944708,"score_gpt":0.1695033988509468,"score_spread":0.1604289055420021,"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."}}