{"id":"W3006417062","doi":"10.1016/j.watres.2020.115623","title":"Microplastics entering northwestern Lake Ontario are diverse and linked to urban sources","year":2020,"lang":"en","type":"article","venue":"Water Research","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":400,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of the Environment, Conservation and Parks; University of Toronto","funders":"Environment and Climate Change Canada","keywords":"Microplastics; Environmental science; Geography; Ecology; Biology","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":[0.0001274125,0.0001690935,0.0001796564,0.001137072,0.002042392,0.00132292,0.0001811151,0.0002248147,0.001392107],"category_scores_gemma":[0.0004848569,0.0001689697,0.0001251216,0.002113844,0.0005675569,0.0003848732,0.00079917,0.000165785,0.0001632362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004550343,"about_ca_system_score_gemma":0.004447026,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8239567,"about_ca_topic_score_gemma":0.9621996,"domain_scores_codex":[0.9996706,0.00001796445,0.00001225359,0.00004847778,0.0001208517,0.0001298328],"domain_scores_gemma":[0.9993943,0.00005133628,0.0001886847,0.00001527688,0.0002776349,0.00007273167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008343442,0.0000191627,0.9731905,0.00004393411,0.00001871953,0.0002759681,0.005101733,0.0001104238,0.01083382,0.0001826189,0.0003663728,0.009773389],"study_design_scores_gemma":[7.107709e-7,0.000008920716,0.9938639,0.000007831887,0.000005697314,0.00004572015,0.003726488,0.00006051335,0.0005881637,0.00003546273,0.001653398,0.000003216589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969625,0.0001006846,0.0001054111,0.00005697833,0.000001311491,0.00000973999,0.0002767621,0.000004395244,0.002482119],"genre_scores_gemma":[0.9965245,0.000297487,0.0001602079,0.00003254619,0.000002554479,0.000007511805,0.0002817389,0.000004785297,0.002688601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1760433,"threshold_uncertainty_score":0.35416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04963701267042761,"score_gpt":0.2543056073232214,"score_spread":0.2046685946527938,"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."}}