{"id":"W4414135062","doi":"10.1039/d5ew00306g","title":"Organic micropollutant removal in stormwater: a review of treatment performance","year":2025,"lang":"en","type":"review","venue":"Environmental Science Water Research & Technology","topic":"Water Quality Monitoring Technologies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Australian Research Council; Melbourne Water; Water Research Australia; Sydney Water Corporation; Hunter Water Corporation; Yarra Valley Water","keywords":"Water pollution; Water quality; Surface runoff; Contamination; Organic chemicals; Water treatment; Pollutant","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003832239,0.0006769409,0.001840742,0.00210631,0.000393884,0.00004080162,0.004131928,0.0005955527,0.0009628292],"category_scores_gemma":[0.0002150953,0.0004363845,0.0002395544,0.004011163,0.008644514,0.0003521032,0.006153728,0.001220923,0.001350087],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01058969,"about_ca_system_score_gemma":0.0003072025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002546525,"about_ca_topic_score_gemma":0.0000236034,"domain_scores_codex":[0.9932304,0.0004004583,0.001288987,0.001692924,0.001405813,0.001981388],"domain_scores_gemma":[0.9973838,0.000083794,0.0002339456,0.002146744,0.00001229187,0.0001393773],"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":[0.000007220915,0.0003406304,0.0005368884,0.01361412,0.00002710187,0.0001399645,0.0001442373,0.000001584784,0.01684454,0.00001497714,0.0000790402,0.9682497],"study_design_scores_gemma":[0.0002455127,0.0008109153,0.00006091084,0.03892495,0.0000782679,0.0002501668,0.0001184158,0.000003720212,0.07464566,0.0002427247,0.883999,0.0006197199],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03368324,0.9624109,0.000001629197,0.0004368218,0.0001694532,0.002443787,0.0000404553,0.0001697892,0.0006439309],"genre_scores_gemma":[0.008483522,0.988894,0.0005948828,0.00001277691,0.00001653892,0.0004901143,0.00002224307,0.00004481473,0.001441053],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.96763,"threshold_uncertainty_score":0.9999504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05885520534441643,"score_gpt":0.36787658192999,"score_spread":0.3090213765855735,"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."}}