{"id":"W4385807427","doi":"10.1680/jenes.23.00018","title":"Microplastics in aquatic environments: a review of recent advances","year":2023,"lang":"en","type":"review","venue":"Journal of Environmental Engineering and Science","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microplastics; Aquatic ecosystem; Environmental science; Ecosystem; Environmental planning; Legislation; Business; Environmental protection; Environmental resource management; Ecology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.000805004,0.0008615022,0.001318945,0.003391414,0.0003712538,0.001565088,0.0007002392,0.0009571598,0.00391023],"category_scores_gemma":[0.001258046,0.0003654163,0.0008963126,0.003355786,0.0004117013,0.001867937,0.0006749742,0.00110256,0.001157538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005989867,"about_ca_system_score_gemma":0.001901794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001737364,"about_ca_topic_score_gemma":0.002686208,"domain_scores_codex":[0.9996656,0.00004579635,0.00007438765,0.00006848208,0.0001156703,0.00002997672],"domain_scores_gemma":[0.9989793,0.0005402564,0.0001698008,0.0000227238,0.0002369928,0.00005090461],"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":[0.0001147446,0.0001068555,0.0006886053,0.0912041,0.0002105339,0.0004183098,0.0002792499,0.0009018566,0.005582234,0.00487207,0.02338478,0.8722368],"study_design_scores_gemma":[0.000007304252,0.0001765402,0.001676795,0.01124921,0.0003817009,0.001240116,0.0002134837,0.0001734823,0.001445204,0.0017439,0.9816484,0.0000438934],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003082575,0.998257,0.0001840367,0.0002733773,0.000183072,0.000004966882,0.00004483903,0.000008225681,0.0007362022],"genre_scores_gemma":[0.0011089,0.9979835,0.0002504249,0.0001551502,0.0001439978,0.000004810017,0.00004444085,0.000002107914,0.000306772],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00391023,"threshold_uncertainty_score":0.01308107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01608365279687766,"score_gpt":0.2488807487704682,"score_spread":0.2327970959735905,"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."}}