{"id":"W2529529753","doi":"10.1039/c6ew00202a","title":"Time series relationships between chlorophyll-a, dissolved oxygen, and pH in three facultative wastewater stabilization ponds","year":2016,"lang":"en","type":"article","venue":"Environmental Science Water Research & Technology","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Facultative; Wastewater; Facultative lagoon; Chlorophyll a; Series (stratigraphy); Environmental science; Stabilization pond; Chlorophyll; Sewage treatment; Oxygen; Environmental chemistry; Chemistry; Environmental engineering; Ecology; Botany; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0001689014,0.0001715293,0.0003313289,0.000254977,0.0005275616,0.0003421916,0.0001890021,0.0001720939,0.0002366262],"category_scores_gemma":[0.0004437334,0.00009889815,0.0001728074,0.000549743,0.0003386814,0.0001927737,0.0002726623,0.0002012849,0.00003938065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002374944,"about_ca_system_score_gemma":0.001376715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1938668,"about_ca_topic_score_gemma":0.319848,"domain_scores_codex":[0.9998927,0.00000757052,0.000006831506,0.00002520036,0.00004667686,0.00002094729],"domain_scores_gemma":[0.999721,0.00004193654,0.00005495358,0.00001550061,0.0001034831,0.00006322465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002073961,0.0002156361,0.5627819,0.00009362613,0.0001089876,0.0004890058,0.001622659,0.003496845,0.4070642,0.00006951257,0.0001804457,0.02180314],"study_design_scores_gemma":[0.00001628207,0.0002823308,0.9845642,0.000001283586,0.00002265562,0.00003130148,0.0004688893,0.002393938,0.01196484,0.00002427216,0.0002202115,0.000009763427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998627,0.000004708325,0.00004320778,0.000002304009,2.909852e-7,0.00000251212,0.00003139807,0.000002612433,0.00005028209],"genre_scores_gemma":[0.9995178,0.00001480485,0.0001435881,0.000004504197,3.77784e-7,0.000005190978,0.0001476031,7.606794e-7,0.0001653305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1938668,"threshold_uncertainty_score":0.3854767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04825094391715257,"score_gpt":0.3073876009866367,"score_spread":0.2591366570694841,"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."}}