{"id":"W2946018520","doi":"","title":"Microplastics in Stormwater Runoff: Comparing Baseflow to Rainfall Events","year":2018,"lang":"en","type":"article","venue":"Student Research Proceedings","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Microplastics; Stormwater; Environmental science; Surface runoff; Baseflow; Urban runoff; Environmental chemistry; Aquatic ecosystem; Bioaccumulation; Retention basin; Hydrology (agriculture); Drainage basin; Ecology; Geography; Chemistry; Streamflow","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001593371,0.0001722485,0.0001809928,0.000246775,0.0002985208,0.0001100579,0.0005560049,0.00007442204,0.001132825],"category_scores_gemma":[0.0002981442,0.0001539051,0.00002960522,0.0007578068,0.0002338337,0.0001692091,0.001095435,0.0003853671,0.003794853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005927928,"about_ca_system_score_gemma":0.00002534834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005370079,"about_ca_topic_score_gemma":0.0009402629,"domain_scores_codex":[0.9971246,0.00003325361,0.0002890317,0.0005072317,0.001090884,0.0009550189],"domain_scores_gemma":[0.9993557,0.00008146147,0.00003758148,0.0001257836,0.00009626096,0.0003032326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001463921,0.0002578268,0.7807997,0.00002371587,0.00001268394,0.0000103238,0.005081828,0.00005737472,0.1778834,0.000238443,0.03485525,0.0006330227],"study_design_scores_gemma":[0.001179021,0.0008365599,0.9100932,0.0001973066,0.000008127333,0.00001190449,0.000768659,0.002259351,0.01525059,0.0005234726,0.06841028,0.0004615042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815031,0.000004603687,0.0003074407,0.0002176815,0.0002199061,0.0005097103,0.00000564058,0.00002644341,0.01720544],"genre_scores_gemma":[0.9968924,0.000007129965,0.001078333,0.0001092258,0.00020847,0.00004440077,0.0000025767,0.00002029254,0.001637185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1626328,"threshold_uncertainty_score":0.9997803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07127813389204904,"score_gpt":0.3690289040859741,"score_spread":0.297750770193925,"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."}}