{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001190424,0.0006245597,0.001380352,0.0003303745,0.0004595567,0.00008557946,0.0006307641,0.00008467858,0.001862489],"category_scores_gemma":[0.00126323,0.0004787522,0.0001080582,0.002327217,0.001263496,0.0008057288,0.0006302136,0.0004931886,0.0001112635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001341295,"about_ca_system_score_gemma":0.0004600746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002454844,"about_ca_topic_score_gemma":0.001107577,"domain_scores_codex":[0.9961486,0.0002441025,0.001206279,0.0009515482,0.0007582622,0.000691181],"domain_scores_gemma":[0.9976034,0.0002563741,0.001248458,0.0003994294,0.000004359392,0.0004880029],"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":[0.00006241871,0.0007709505,0.001584505,0.2164558,0.0001113621,0.00005745915,0.002339407,0.0001078573,0.02464865,0.00000438899,0.001045689,0.7528115],"study_design_scores_gemma":[0.0001698813,0.0002820755,0.00005537494,0.05138498,0.0002853636,0.0007412525,0.0001441196,0.00006426583,0.0006750851,0.000009544503,0.945558,0.0006300756],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004511461,0.993143,0.00009085312,0.00002149685,0.0003034956,0.00155434,0.0001836946,0.00001841258,0.0001732725],"genre_scores_gemma":[0.007922808,0.9913256,0.0002754842,0.0001048193,0.00003890773,0.0001742038,0.00002673043,0.00004670553,0.0000847443],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9445123,"threshold_uncertainty_score":0.9997664,"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."}}