{"id":"W4415460886","doi":"10.1098/rsta.2023.0029","title":"Temporarily trapped: stormwater pond sediment is a key transient sink for microplastic debris","year":2025,"lang":"en","type":"article","venue":"Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Stormwater; Debris; Sink (geography); Sediment; Wetland; Hydrology (agriculture); Inlet; Infiltration (HVAC)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001232738,0.0002122475,0.0002438082,0.0005992425,0.0008142451,0.0008718889,0.0003090659,0.000158745,0.003038573],"category_scores_gemma":[0.0002727843,0.0001306964,0.0001633236,0.0009613159,0.0004890479,0.0003285432,0.0007829051,0.0001331713,0.0005702081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007605934,"about_ca_system_score_gemma":0.000812197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0119579,"about_ca_topic_score_gemma":0.03524202,"domain_scores_codex":[0.999818,0.000006896414,0.00001486088,0.00004592344,0.00006886828,0.00004539478],"domain_scores_gemma":[0.9996896,0.0000240606,0.0001366003,0.00002081425,0.00007490577,0.00005403782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004149499,0.00005729146,0.7251844,0.0004590355,0.00006956214,0.001782828,0.001948753,0.0005072164,0.199816,0.00023491,0.001202045,0.06832292],"study_design_scores_gemma":[0.000006312861,0.0001418889,0.977423,0.00002656068,0.00002484081,0.0004670685,0.00133226,0.0002746041,0.01391454,0.00009058436,0.0062902,0.000008138788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968727,0.000105699,0.0006168737,0.00002092065,0.000004996141,0.00001712077,0.000634938,0.00007217468,0.001654544],"genre_scores_gemma":[0.9958934,0.0001198617,0.0008554998,0.0000172334,0.000006386703,0.00001046254,0.000648262,0.00001925763,0.002429741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0119579,"threshold_uncertainty_score":0.02377665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01081541160917459,"score_gpt":0.2136161905645339,"score_spread":0.2028007789553593,"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."}}