{"id":"W4386830635","doi":"10.19040/ecocycles.v9i3.347","title":"Review of 6PPD-quinone environmental occurrence, fate, and toxicity in stormwater","year":2023,"lang":"en","type":"article","venue":"Ecocycles","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Mitacs","keywords":"Stormwater; Surface runoff; Environmental science; Environmental chemistry; Environmental planning; Ecology; Chemistry; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000188152,0.00007341912,0.000121798,0.00003441839,0.00002816329,0.000003996459,0.00006743651,0.00002852733,0.00153999],"category_scores_gemma":[0.00002269131,0.00006395364,0.00001877682,0.000116379,0.0001070652,0.00006704796,0.0001217218,0.00005211163,0.0004504615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003742044,"about_ca_system_score_gemma":0.000002490659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005015824,"about_ca_topic_score_gemma":0.00005030498,"domain_scores_codex":[0.9993955,0.00002546125,0.0001705362,0.0001540738,0.0001011971,0.0001532192],"domain_scores_gemma":[0.9997833,0.00004112292,0.00004609709,0.000086304,5.456092e-7,0.00004259598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003720104,0.0002845727,0.51322,0.001542712,0.00001936145,0.00003415046,0.0007503467,0.0004756673,0.3720538,0.000063524,0.05574139,0.05577722],"study_design_scores_gemma":[0.0003282421,0.00006477778,0.9644268,0.0008731024,0.00001271421,0.000009373896,0.00003789561,0.001087855,0.01119663,0.000254504,0.02147688,0.0002311924],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997761,0.00101843,0.00002061872,0.00005895042,0.00006697809,0.00009557049,0.0001263587,0.00001079986,0.0008412624],"genre_scores_gemma":[0.9901408,0.00956315,0.00007388488,0.0001029818,0.000007735124,0.000004441854,0.00002798536,0.000003294594,0.00007574387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4512068,"threshold_uncertainty_score":0.9993727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009890615166396177,"score_gpt":0.2155234817619399,"score_spread":0.2056328665955437,"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."}}