{"id":"W2133441834","doi":"10.1016/j.watres.2007.02.002","title":"Effects of transient temperature conditions on the divergence of activated sludge bacterial community structure and function","year":2007,"lang":"en","type":"article","venue":"Water Research","topic":"Wastewater Treatment and Nitrogen Removal","field":"Environmental Science","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"Hospital for Sick Children","keywords":"Effluent; Transient (computer programming); Community structure; Function (biology); Temperature control; Divergence (linguistics); Chemistry; Activated sludge; Structure function; Pulp and paper industry; Environmental science; Sewage treatment; Environmental engineering; Thermodynamics; Biology; Physics; Ecology; Engineering; Computer science; Genetics","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":[0.0003837747,0.0003854245,0.0005704568,0.0001300536,0.0002969347,0.0009710075,0.000366729,0.0005168045,0.00235197],"category_scores_gemma":[0.001445609,0.0003297859,0.0003819946,0.0001781578,0.0007774286,0.0005764255,0.0003864508,0.00084233,0.0002487613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00093223,"about_ca_system_score_gemma":0.0004889472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002000588,"about_ca_topic_score_gemma":0.001896002,"domain_scores_codex":[0.9996703,0.00006825953,0.00003399474,0.00008370227,0.00004472481,0.00009914584],"domain_scores_gemma":[0.9988298,0.000562315,0.0001830445,0.0001194227,0.0001235796,0.0001819039],"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":[0.005575173,0.0001550531,0.001456703,0.00007938364,0.0000374465,0.00005836404,0.0001049112,0.0005598936,0.9895052,0.0001279933,0.0001092406,0.00223062],"study_design_scores_gemma":[0.0001083861,0.001702265,0.02103005,0.00001362256,0.00005820582,0.0001176266,0.000190802,0.002617537,0.9732678,0.0001752545,0.000675011,0.00004341321],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982577,0.0004229699,0.000508555,0.0000766533,0.00003841713,0.0000144909,0.0002299508,0.0000226658,0.0004285528],"genre_scores_gemma":[0.9991899,0.0001072978,0.0002496578,0.00003443626,0.000007171191,0.00001424361,0.0001529814,0.00001734678,0.0002270181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00235197,"threshold_uncertainty_score":0.007868111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02460683885004209,"score_gpt":0.2745928205434099,"score_spread":0.2499859816933678,"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."}}