{"id":"W7039428293","doi":"","title":"MICROPLASTICS IN BIOTIC AND ENVIRONMENTAL SAMPLES TAKEN NEAR TWO MUNICIPAL WASTEWATER TREATMENTS PLANTS IN THE GRAND RIVER, ONTARIO","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microplastics; Outfall; Rainbow trout; Biota; Mussel; Wastewater; Sediment; Invertebrate","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006781414,0.0002068974,0.0001331986,0.0003537445,0.00114457,0.0004712577,0.0002388416,0.000205205,0.0006950477],"category_scores_gemma":[0.0002266205,0.0002190771,0.0001400591,0.0005764208,0.0003506378,0.0001491503,0.0004039361,0.0001534431,0.0001248856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003577028,"about_ca_system_score_gemma":0.002282157,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.683532,"about_ca_topic_score_gemma":0.9348807,"domain_scores_codex":[0.9997969,0.000008721059,0.000008639108,0.00005446266,0.0000863571,0.00004494441],"domain_scores_gemma":[0.9997886,0.00001322737,0.00006285365,0.000007609148,0.00008891624,0.00003884218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001554758,0.00003345492,0.8557562,0.00005218147,0.00002604418,0.0004413065,0.003526843,0.0001415186,0.1330244,0.00004554874,0.000205175,0.006591835],"study_design_scores_gemma":[0.000001508631,0.00002620591,0.9970828,0.000002401137,0.000004962345,0.0000369137,0.0007704188,0.00007340004,0.001554378,0.000003165107,0.0004418046,0.000001981225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992248,0.00002404721,0.00005617337,0.000007729451,5.218874e-7,0.00000921007,0.0001904312,0.000002819199,0.0004842856],"genre_scores_gemma":[0.9965451,0.00006633338,0.0003983083,0.00001922037,8.481766e-7,0.00001918879,0.0005135988,0.000002679448,0.002434724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.316468,"threshold_uncertainty_score":0.6366634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01683647776785948,"score_gpt":0.1803429259800538,"score_spread":0.1635064482121943,"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."}}