{"id":"W3183596610","doi":"10.1016/j.jhazmat.2021.126691","title":"Remobilization of pollutants during extreme flood events poses severe risks to human and environmental health","year":2021,"lang":"en","type":"article","venue":"Journal of Hazardous Materials","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":177,"is_retracted":false,"has_abstract":false,"ca_institutions":"Global Institute for Water Security; University of Saskatchewan","funders":"Canada First Research Excellence Fund; Goethe-Universität Frankfurt am Main; Bundesministerium für Bildung und Forschung; Deutsche Forschungsgemeinschaft","keywords":"Flood myth; Environmental science; Pollutant; Flooding (psychology); Water resource management; Environmental protection; Geography; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0003154369,0.000231017,0.000210232,0.0006859429,0.0005406906,0.0008097674,0.0001713423,0.0005260537,0.001409855],"category_scores_gemma":[0.0003710867,0.0001278535,0.0002632172,0.0005423374,0.0002121534,0.0004462943,0.0007589741,0.0002586014,0.0003450424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000356486,"about_ca_system_score_gemma":0.0003939068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002387604,"about_ca_topic_score_gemma":0.004905837,"domain_scores_codex":[0.9998054,0.00004219294,0.00001277687,0.00002063514,0.00005674162,0.00006237676],"domain_scores_gemma":[0.9997413,0.00003035686,0.0001414289,0.00001229165,0.00004823043,0.00002638169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001277326,0.0003449018,0.7170713,0.0004229544,0.0003533027,0.0044561,0.001163829,0.005961963,0.1389103,0.001558534,0.004474474,0.1240051],"study_design_scores_gemma":[0.0000241182,0.0008336455,0.9203737,0.0000986688,0.0001829022,0.002436522,0.00463657,0.003104653,0.04303181,0.003338918,0.02189177,0.00004682159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912198,0.001088668,0.002201903,0.0005294454,0.00005921779,0.0000237646,0.0002553434,0.00005672505,0.004565262],"genre_scores_gemma":[0.9960809,0.001033813,0.0004684804,0.0001062888,0.00004451368,0.00000903883,0.0001478254,0.00001032572,0.002098777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002387604,"threshold_uncertainty_score":0.004747391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02415976919287691,"score_gpt":0.2767928479114898,"score_spread":0.2526330787186128,"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."}}