{"id":"W3161799540","doi":"10.1021/acsestwater.0c00292","title":"Holistic Assessment of Microplastics and Other Anthropogenic Microdebris in an Urban Bay Sheds Light on Their Sources and Fate","year":2021,"lang":"en","type":"article","venue":"ACS ES&T Water","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto; Gordon and Betty Moore Foundation","keywords":"Microplastics; Bay; Environmental science; Stormwater; Surface runoff; Sediment; Urban runoff; Wastewater; Pollution; Environmental chemistry; Oceanography; Ecology; Environmental engineering; Geology; Biology; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001463732,0.0001722486,0.000196775,0.00004871297,0.00008039567,0.00005136469,0.00008646795,0.00008257257,0.0006498364],"category_scores_gemma":[0.00001443066,0.0001184955,0.00002161362,0.00007570233,0.0002038986,0.0000711258,0.0001594212,0.0001177393,0.00002422977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004383166,"about_ca_system_score_gemma":0.00001094183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009026372,"about_ca_topic_score_gemma":0.0003600036,"domain_scores_codex":[0.9989465,0.00007639763,0.0002254161,0.0003469571,0.0001278973,0.0002768061],"domain_scores_gemma":[0.9995923,0.00006854493,0.00004798998,0.0001944796,0.000009117895,0.00008754954],"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":[0.00002046124,0.0001227915,0.2385314,0.00001862726,0.00001354579,0.00001628798,0.001071641,0.0002854676,0.7592445,0.0001038671,0.00009991009,0.0004715355],"study_design_scores_gemma":[0.0009001049,0.0003100508,0.3544842,0.00007350291,0.00005040779,0.00005265725,0.0002717139,0.003526114,0.626855,0.0002979363,0.01277211,0.0004062597],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986943,0.00007640824,0.0004988931,0.0001093219,0.0001096147,0.00007822875,0.00007123146,0.000007821918,0.0003541496],"genre_scores_gemma":[0.9990704,0.00006196431,0.0004936948,0.0001741295,0.00002973903,0.000002650298,0.00001488232,0.00001839624,0.0001341297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1323895,"threshold_uncertainty_score":0.7115253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01277645624187696,"score_gpt":0.2392310368328426,"score_spread":0.2264545805909656,"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."}}