{"id":"W2781721350","doi":"10.3390/environments4040093","title":"Disinfection Performance in Wastewater Stabilization Ponds in Cold Climate Conditions: A Case Study in Nunavut, Canada","year":2017,"lang":"en","type":"article","venue":"Environments","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Water Network","keywords":"Environmental science; Wastewater; Effluent; Temperate climate; Arctic; Sewage treatment; Environmental engineering; Ecology; 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":[0.0006997662,0.0008255442,0.0006226615,0.0008438954,0.004806533,0.001754849,0.001433358,0.0008523851,0.0006904579],"category_scores_gemma":[0.000851738,0.0004392691,0.0007134502,0.001652289,0.001260905,0.0004213551,0.0008513408,0.0005903167,0.0001259019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04222912,"about_ca_system_score_gemma":0.02724788,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9927086,"about_ca_topic_score_gemma":0.996293,"domain_scores_codex":[0.9991399,0.00007775106,0.00003431531,0.0001829404,0.0002950497,0.0002700908],"domain_scores_gemma":[0.9991153,0.0001297321,0.0000622687,0.00002622329,0.0005424438,0.0001240186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001295612,0.001679914,0.7139178,0.00149116,0.0003257787,0.01646148,0.01086577,0.1291947,0.06275556,0.002605807,0.005636733,0.05376974],"study_design_scores_gemma":[0.0001701786,0.00152539,0.7370788,0.0003202435,0.000366615,0.001540395,0.04784529,0.1657103,0.02743926,0.0007916646,0.01679676,0.0004150649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957814,0.0004508058,0.0006782978,0.0001305478,0.00001257707,0.0001376204,0.0004505082,0.00002262472,0.002335677],"genre_scores_gemma":[0.9937596,0.0005683987,0.001936753,0.00008515108,0.00000310327,0.00004052717,0.0004080246,0.00001503286,0.003183398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04222912,"threshold_uncertainty_score":0.3063951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01600578546511276,"score_gpt":0.2572693507337582,"score_spread":0.2412635652686454,"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."}}