{"id":"W4381987785","doi":"10.1016/j.envadv.2023.100396","title":"Microplastics in aquatic systems: A review of occurrence, monitoring and potential environmental risks","year":2023,"lang":"en","type":"review","venue":"Environmental Advances","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Microplastics; Trophic level; Environmental science; Bioindicator; Biota; Environmental monitoring; Environmental chemistry; Environmental protection; Environmental engineering; Ecology; Biology; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0007021687,0.001070188,0.001448718,0.004664748,0.0003413948,0.001190239,0.0008002067,0.001019177,0.003282606],"category_scores_gemma":[0.001270829,0.0003834997,0.0008146476,0.00522202,0.0004830325,0.001788258,0.0006355772,0.001152223,0.0009251129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006429664,"about_ca_system_score_gemma":0.00196134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002496093,"about_ca_topic_score_gemma":0.00357073,"domain_scores_codex":[0.9996541,0.00005175227,0.00007620182,0.00006721979,0.00012715,0.00002369577],"domain_scores_gemma":[0.9991003,0.0004762987,0.0001485133,0.00002645146,0.0002066942,0.00004177137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007234376,0.00008947467,0.0005737073,0.07961548,0.0001910177,0.0002098463,0.0001505422,0.0006816966,0.002297079,0.003201337,0.0225611,0.8903564],"study_design_scores_gemma":[0.00001086135,0.0001717662,0.002895218,0.01734022,0.0004113603,0.001302235,0.000152507,0.0001598799,0.0006787477,0.00202637,0.9748113,0.00003968008],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000129138,0.9990568,0.00008301702,0.0001200335,0.00009532009,0.000004150071,0.00003196107,0.000004994454,0.000474596],"genre_scores_gemma":[0.0005872717,0.9989096,0.0001334349,0.00007031605,0.00007514192,0.000004314031,0.00002929736,9.401916e-7,0.0001897617],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004664748,"threshold_uncertainty_score":0.01098144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02813389313220434,"score_gpt":0.2882413075629875,"score_spread":0.2601074144307832,"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."}}