{"id":"W3201167322","doi":"10.1021/acs.estlett.1c00682","title":"Occurrences of Tire Rubber-Derived Contaminants in Cold-Climate Urban Runoff","year":2021,"lang":"en","type":"article","venue":"Environmental Science & Technology Letters","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":268,"is_retracted":false,"has_abstract":true,"ca_institutions":"Global Institute for Water Security; University of Saskatchewan","funders":"Canada First Research Excellence Fund; Western Economic Diversification Canada; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Government of Canada","keywords":"Snowmelt; Stormwater; Surface runoff; Quinone; Environmental chemistry; Environmental science; Contamination; Natural rubber; Chemistry; Hydrology (agriculture); Ecology; Biology; Organic chemistry; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002993615,0.0001780933,0.000218189,0.0002164921,0.0002135938,0.00001884576,0.0005121051,0.0001064807,0.001265087],"category_scores_gemma":[0.00005415869,0.0001765724,0.0000392592,0.00105325,0.00340984,0.0002371844,0.000578047,0.0002069149,0.0003638199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003431788,"about_ca_system_score_gemma":0.00002720823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005352727,"about_ca_topic_score_gemma":0.00008803757,"domain_scores_codex":[0.9980312,0.00003205408,0.0003205354,0.0005793742,0.0004207148,0.0006160988],"domain_scores_gemma":[0.9994084,0.00004040406,0.0001462006,0.0003175999,0.000002177666,0.00008524458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000003978844,0.00007901321,0.2768202,0.00000240692,0.000001847188,0.0000410794,0.0001143275,0.00007187435,0.7205699,0.0001370449,0.0001069743,0.00205133],"study_design_scores_gemma":[0.000486858,0.00007961484,0.3609934,0.00004397174,0.00001127354,0.00004357881,0.0004044983,0.0006985455,0.6333064,0.00005395312,0.003594124,0.0002837818],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983774,0.00007452095,0.0001248897,0.0005896677,0.0002282586,0.0001371248,0.00004540748,0.00002866327,0.0003940183],"genre_scores_gemma":[0.998837,0.0000827058,0.0007568987,0.0002551411,0.000007941809,0.00001190204,0.000005600452,0.000007588708,0.00003522362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08726352,"threshold_uncertainty_score":0.9996479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004119373740668055,"score_gpt":0.1892309325734828,"score_spread":0.1851115588328147,"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."}}