{"id":"W4386001130","doi":"10.1002/lob.10597","title":"Plastics as Non‐Toxic Disruptors of Aquatic Ecosystems","year":2023,"lang":"en","type":"article","venue":"Limnology and Oceanography Bulletin","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"Canada Research Chairs","keywords":"Aquatic ecosystem; Ecosystem; Food web; Productivity; Environmental science; Ecology; Environmental resource management; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002233282,0.0004685694,0.0001873616,0.0007322999,0.0003944639,0.0007930657,0.0002364161,0.0004777323,0.002979829],"category_scores_gemma":[0.0002928307,0.000158475,0.0003307863,0.0003745481,0.0004090779,0.0003815746,0.0007231509,0.0003923108,0.0003896722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000577704,"about_ca_system_score_gemma":0.0004036004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001783447,"about_ca_topic_score_gemma":0.002078502,"domain_scores_codex":[0.9996295,0.0000812255,0.00002321345,0.00005564104,0.0001537336,0.00005667205],"domain_scores_gemma":[0.9996136,0.00007363773,0.00013283,0.00002119723,0.00007659611,0.00008210387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001120811,0.0001892572,0.01409269,0.001659343,0.0001916983,0.0009214378,0.000159325,0.002772898,0.9055636,0.00223917,0.001403183,0.0696864],"study_design_scores_gemma":[0.00002650763,0.003220484,0.07444811,0.0002514777,0.0002286006,0.001039638,0.0004723034,0.001747127,0.8588483,0.002430821,0.05723929,0.00004738407],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.942587,0.02843796,0.003565124,0.0009899383,0.0003869171,0.00008649415,0.001157046,0.0001466029,0.02264297],"genre_scores_gemma":[0.9773226,0.01255567,0.001250827,0.0003704278,0.00007998612,0.00002413234,0.0002688976,0.00002158584,0.008105857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002979829,"threshold_uncertainty_score":0.00996846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004965718291645884,"score_gpt":0.1941607912690026,"score_spread":0.1891950729773567,"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."}}