{"id":"W1989160302","doi":"10.1016/j.watres.2005.08.010","title":"Changes at an activated sludge sewage treatment plant alter the numbers of airborne aerobic microorganisms","year":2005,"lang":"en","type":"article","venue":"Water Research","topic":"Odor and Emission Control Technologies","field":"Chemical Engineering","cited_by":68,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Indoor bioaerosol; Aeration; Activated sludge; Environmental science; Sewage; Microorganism; Sewage treatment; Waste management; Secondary treatment; Environmental engineering; Mesocosm; Settling; Environmental chemistry; Nutrient; Ecology; Chemistry; Biology; Engineering; Bacteria","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":[],"consensus_categories":[],"category_scores_codex":[0.0003223775,0.0001491916,0.0001919453,0.0001087016,0.0001436594,0.00002540321,0.0003944375,0.0001324878,0.0006494364],"category_scores_gemma":[0.00002882321,0.00007297766,0.0000489506,0.0001327102,0.0001271611,0.00006651394,0.0002338285,0.0002639577,0.0001946419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002358379,"about_ca_system_score_gemma":0.00001156552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002337548,"about_ca_topic_score_gemma":0.0001959333,"domain_scores_codex":[0.9986513,0.00007033545,0.0001562543,0.0002528994,0.0002943855,0.000574821],"domain_scores_gemma":[0.9992769,0.0000568566,0.00001819049,0.0005051112,0.000053737,0.00008919728],"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":[0.00009466731,0.00008619075,0.00006246626,0.00001532133,0.00004293005,0.000008308023,0.001187369,0.00007282739,0.9924563,0.00003998023,0.0009967855,0.004936909],"study_design_scores_gemma":[0.000521718,0.0001577558,0.00007173076,0.00001687681,0.000006833088,0.000008441059,0.0002300601,0.0006383635,0.9709256,0.00003216372,0.02729447,0.00009600209],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934571,0.00008452834,0.0000106946,0.005404896,0.00003200763,0.0002348398,0.00002334182,0.0001676195,0.0005849955],"genre_scores_gemma":[0.9936309,0.00006557157,0.0001135757,0.00003520213,0.0000991108,0.00004955814,0.00004313592,0.00003005366,0.005932907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02629768,"threshold_uncertainty_score":0.7110873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05858732156393725,"score_gpt":0.3167432360753487,"score_spread":0.2581559145114115,"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."}}