{"id":"W4308573165","doi":"10.1139/er-2021-0097","title":"Emerging pollutants of water supplies and the effect of climate change","year":2022,"lang":"en","type":"article","venue":"Environmental Reviews","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"American University of Sharjah","keywords":"Pollutant; Environmental science; Climate change; Water quality; Water supply; Water treatment; Water pollution; Environmental protection; Environmental planning; Business; Environmental engineering; Natural resource economics; Environmental chemistry; Ecology; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007678893,0.0005526077,0.0006304886,0.001211074,0.0003390632,0.001444807,0.0003654193,0.0008154009,0.002668733],"category_scores_gemma":[0.0009813084,0.0001381628,0.0006865259,0.001621866,0.0004344861,0.0009862967,0.0005737154,0.0006985881,0.0003582889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008283096,"about_ca_system_score_gemma":0.001811685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004449216,"about_ca_topic_score_gemma":0.006493152,"domain_scores_codex":[0.9994015,0.0001979615,0.00006483424,0.00008287065,0.0001821591,0.00007071302],"domain_scores_gemma":[0.9992996,0.0003321957,0.0001213503,0.00001368185,0.0002109618,0.00002213201],"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":[0.0002186921,0.000178152,0.007619239,0.06343979,0.0006757599,0.001344935,0.001472756,0.004269039,0.01860101,0.0240695,0.02121654,0.8568945],"study_design_scores_gemma":[0.00001484567,0.0005636903,0.02291918,0.01219139,0.0007270934,0.001094113,0.002373496,0.0007401963,0.0114023,0.007916953,0.9399769,0.0000797684],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01081319,0.9749901,0.001125207,0.003016093,0.0007164573,0.00002306701,0.0002129901,0.00001924088,0.009083833],"genre_scores_gemma":[0.04042278,0.9561878,0.0007656954,0.0005967101,0.0002449169,0.00002022809,0.00008100113,0.000004535502,0.001676335],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004449216,"threshold_uncertainty_score":0.008927822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01707225204735445,"score_gpt":0.2710648839024973,"score_spread":0.2539926318551428,"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."}}