{"id":"W2589289999","doi":"10.1007/s11356-017-8566-8","title":"Wastewater treatment and public health in Nunavut: a microbial risk assessment framework for the Canadian Arctic","year":2017,"lang":"en","type":"review","venue":"Environmental Science and Pollution Research","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Sanitation; Wastewater; Recreation; Environmental science; Arctic; Sewage treatment; Population; Wetland; Effluent; Environmental health; Environmental engineering; Environmental protection; Environmental planning; Ecology; Geography; Biology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009455784,0.0001960852,0.0005578415,0.0003814673,0.03012303,0.0001338946,0.0003719266,0.000259167,0.0001340768],"category_scores_gemma":[0.0003323211,0.0001152175,0.0000602894,0.0002000333,0.001691739,0.0001051148,0.000434289,0.001076276,0.00005605817],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01300285,"about_ca_system_score_gemma":0.007828061,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3495745,"about_ca_topic_score_gemma":0.8242053,"domain_scores_codex":[0.9956685,0.0009241818,0.0003801614,0.0005216006,0.0003034349,0.002202165],"domain_scores_gemma":[0.9983378,0.0005763862,0.0002220537,0.0003925974,0.0000325854,0.0004385491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006261336,0.00009263158,0.004837936,0.0009576753,0.00005194127,0.00000271982,0.01048352,2.603243e-7,6.314913e-7,0.001496881,0.0004924471,0.9815771],"study_design_scores_gemma":[0.000221253,0.0003040569,0.009777609,0.0005326566,0.00001912607,0.000004754309,0.005673867,0.00001184437,2.940677e-8,0.0002215301,0.9831247,0.0001085655],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002095619,0.9693969,0.000006062199,0.0200571,0.0004925685,0.007040364,0.0005891716,0.00000482894,0.0003173541],"genre_scores_gemma":[0.03849109,0.9592443,0.0001186987,0.0002713197,0.0001740969,0.001193134,0.00002293801,0.00001449649,0.0004699837],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9826323,"threshold_uncertainty_score":0.9977967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2884754830685438,"score_gpt":0.5318818529504811,"score_spread":0.2434063698819373,"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."}}