{"id":"W3115499526","doi":"10.22215/etd/2020-14241","title":"Are Aquatic Invertebrates Retaining Microplastics in the Ottawa and Rideau Rivers?","year":2020,"lang":"en","type":"dissertation","venue":"","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Microplastics; Invertebrate; Malacostraca; Fishery; Environmental science; Ecology; Geography; Biology; Crustacean","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002332686,0.0002301049,0.0003381537,0.00155867,0.001465555,0.001429948,0.0004262566,0.0004977994,0.00152538],"category_scores_gemma":[0.0004673693,0.000332966,0.0002885344,0.00168769,0.00114548,0.0005140324,0.0006216221,0.0002801303,0.0004120986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002697953,"about_ca_system_score_gemma":0.001544279,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4645684,"about_ca_topic_score_gemma":0.7645496,"domain_scores_codex":[0.9996106,0.00003649983,0.00003214341,0.000118864,0.00007059123,0.0001313622],"domain_scores_gemma":[0.9995281,0.00003596945,0.0001739078,0.00002478964,0.0001407847,0.00009641321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001729058,0.00002566055,0.98019,0.0001002204,0.00004787758,0.0003269615,0.003157693,0.00002210222,0.005892161,0.00009668799,0.0002146353,0.009753182],"study_design_scores_gemma":[9.135908e-7,0.0000245858,0.9964233,0.0000141827,0.00001241069,0.0001160422,0.002755539,0.00001204165,0.0001282591,0.000008354262,0.0004990695,0.000005195973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963541,0.0009912365,0.00003291168,0.0001162844,0.000005734468,0.00001078936,0.0003998266,0.000004070925,0.002085142],"genre_scores_gemma":[0.9959661,0.001185941,0.0001875301,0.0001265967,0.000007347445,0.00001402941,0.0004848475,0.000002783196,0.002024835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5354316,"threshold_uncertainty_score":0.9237286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01092268051405284,"score_gpt":0.2094853215600757,"score_spread":0.1985626410460229,"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."}}