{"id":"W4414041115","doi":"10.1007/s40726-025-00375-5","title":"A Review of Atmospheric Micro/Nanoplastics: Insights into Source and Fate for Modelling Studies","year":2025,"lang":"en","type":"article","venue":"Current Pollution Reports","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Atmospheric research; Atmospheric composition; Observational study; Atmospheric emissions; Flux (metallurgy); Atmospheric models; Atmosphere (unit); Atmospheric model","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":[],"consensus_categories":[],"category_scores_codex":[0.0002548427,0.0001576691,0.0002926234,0.00002173646,0.0001609986,0.0000107095,0.00005603672,0.00004540738,0.00002661792],"category_scores_gemma":[0.0002902925,0.0001353587,0.00007041372,0.0002435909,0.0001857948,0.00007598834,0.0001332913,0.00007113838,0.000004493804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001192357,"about_ca_system_score_gemma":0.00003831595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002892415,"about_ca_topic_score_gemma":0.00001045919,"domain_scores_codex":[0.9987465,0.00002971646,0.0005681801,0.0003390562,0.0001356204,0.0001808989],"domain_scores_gemma":[0.9992869,0.0000898972,0.000331728,0.0001845608,0.00004781515,0.00005903501],"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":[0.0003164216,0.001279937,0.01925588,0.07287378,0.000829257,0.00003918974,0.004520929,0.2167924,0.117168,0.007957915,0.1793902,0.3795761],"study_design_scores_gemma":[0.0007189004,0.0001582276,0.001452698,0.01854493,0.0005646801,0.00005533373,0.0001320643,0.1145819,0.006572653,0.01512023,0.8414512,0.0006471991],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1097291,0.1820054,0.7060692,0.0001450874,0.001275766,0.0005821951,0.000009077206,0.00003086824,0.0001532728],"genre_scores_gemma":[0.9323726,0.05978534,0.007097543,0.0002552941,0.0000443924,0.00005862352,0.00001902381,0.00001332586,0.0003538445],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8226435,"threshold_uncertainty_score":0.5519769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01978686578553692,"score_gpt":0.2773330462207247,"score_spread":0.2575461804351878,"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."}}