{"id":"W4321377585","doi":"10.1080/10934529.2023.2177458","title":"Interactions of microplastics with contaminants in freshwater systems: a review of characteristics, bioaccessibility, and environmental factors affecting sorption","year":2023,"lang":"en","type":"review","venue":"Journal of Environmental Science and Health Part A","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microplastics; Environmental chemistry; Sorption; Contamination; Pollutant; Environmental science; Pollution; Chemistry; Ecology; Adsorption; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001998337,0.0002668315,0.001261839,0.0002380093,0.0001328301,0.00002412567,0.0002012154,0.0000765648,0.0001009652],"category_scores_gemma":[0.00008703652,0.0001806636,0.00007932926,0.000277202,0.0009243848,0.00028231,0.0002354068,0.000328492,0.000005513926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006672729,"about_ca_system_score_gemma":0.0001427217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001584511,"about_ca_topic_score_gemma":0.0001681316,"domain_scores_codex":[0.997136,0.0001436596,0.001462472,0.0003266052,0.0006080598,0.0003231856],"domain_scores_gemma":[0.9974603,0.0002069049,0.001959105,0.0001505457,0.000007030213,0.0002161099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001850442,0.002380635,0.2423828,0.2346448,0.0003453818,0.0001225921,0.003909457,0.00006887825,0.007978809,0.00002044221,0.001053039,0.5069081],"study_design_scores_gemma":[0.001820418,0.004004335,0.2952235,0.4650201,0.001324602,0.001549437,0.003163644,0.0006210763,0.0002178416,0.00001070402,0.2255207,0.001523673],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.304829,0.6929257,0.00004795579,0.00002104082,0.0004299963,0.0008805043,0.00085177,0.000003181932,0.00001084578],"genre_scores_gemma":[0.1087468,0.8910767,0.00006927866,0.00001702674,0.00002932509,0.000003699874,0.00002606979,0.00001498701,0.00001608292],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5053844,"threshold_uncertainty_score":0.7367246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05395620264712739,"score_gpt":0.3297617088327463,"score_spread":0.2758055061856189,"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."}}