{"id":"W4206475440","doi":"10.1039/d1em00443c","title":"Emerging investigator series: microplastic sources, fate, toxicity, detection, and interactions with micropollutants in aquatic ecosystems – a review of reviews","year":2022,"lang":"en","type":"review","venue":"Environmental Science Processes & Impacts","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Aquatic ecosystem; Environmental science; Ecosystem; Environmental chemistry; Toxicity; Aquatic toxicology; Ecology; Chemistry; Biology","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":[0.001430591,0.001178115,0.001789819,0.006864887,0.0004313381,0.002002655,0.00100499,0.001329546,0.01556928],"category_scores_gemma":[0.003416769,0.0003503272,0.001304075,0.007464316,0.0004640016,0.002680441,0.001125895,0.001585195,0.004282496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008870871,"about_ca_system_score_gemma":0.003476953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00135033,"about_ca_topic_score_gemma":0.002577976,"domain_scores_codex":[0.9993576,0.00009407399,0.0001328655,0.000120908,0.0002375579,0.00005696307],"domain_scores_gemma":[0.9969626,0.001437349,0.0004805964,0.00006851101,0.0008917749,0.0001590509],"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":[0.0001477994,0.0001170697,0.0005097571,0.1309938,0.0002742443,0.0002732358,0.0002681473,0.0003492099,0.003250516,0.003879391,0.09273109,0.7672058],"study_design_scores_gemma":[0.00001575806,0.0001395493,0.001541475,0.03011861,0.0005409909,0.0009987938,0.0002414727,0.00008761116,0.0007238316,0.001503467,0.9640585,0.0000299537],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002098723,0.9959334,0.0001848926,0.0006576539,0.001048773,0.00002203319,0.0001296301,0.00001920582,0.001794596],"genre_scores_gemma":[0.0007214978,0.9965358,0.0002613072,0.0003913053,0.0006332055,0.00001931301,0.0001469961,0.000006296641,0.001284258],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01556928,"threshold_uncertainty_score":0.05208439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01693294928440522,"score_gpt":0.2605430267718659,"score_spread":0.2436100774874607,"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."}}