{"id":"W3084117248","doi":"10.1111/raq.12496","title":"Microplastics and their potential effects on the aquaculture systems: a critical review","year":2020,"lang":"en","type":"review","venue":"Reviews in Aquaculture","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":162,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency","funders":"","keywords":"Microplastics; Aquaculture; Environmental science; Fishery; Production (economics); Business; Fish <Actinopterygii>; Ecology; 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":[0.0008574675,0.0009941007,0.002979275,0.00003981193,0.0002038173,0.0001352798,0.0006305065,0.0005416292,0.000310659],"category_scores_gemma":[0.002056628,0.000446685,0.0005597369,0.0006677978,0.0002300588,0.00007005188,0.0003328734,0.001542998,0.002145896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002550007,"about_ca_system_score_gemma":0.00004323142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001619588,"about_ca_topic_score_gemma":0.00001354132,"domain_scores_codex":[0.9955819,0.001465971,0.001157007,0.000920614,0.0003423886,0.0005321398],"domain_scores_gemma":[0.9975346,0.001189382,0.0004713603,0.0005349473,0.00001402722,0.0002556822],"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":[0.000005419647,0.00007220638,8.961978e-7,0.1240617,0.00006510941,0.0001196667,0.0001363948,0.000003374335,0.00002667851,0.001174319,0.1698055,0.7045287],"study_design_scores_gemma":[0.00007410348,0.00006861013,0.000001195838,0.1377911,0.0005741003,0.0002721036,0.000008468527,0.00006759476,9.129637e-7,0.00002602678,0.8606712,0.0004445873],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[5.388828e-7,0.9943233,0.0003863352,0.0006205748,0.0005132493,0.003285419,0.0002406185,0.00002832998,0.0006016514],"genre_scores_gemma":[0.00001161334,0.9976062,0.0001388388,0.00128368,0.0003018482,0.0003140257,0.00009060273,0.00005418311,0.0001990776],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7040842,"threshold_uncertainty_score":0.9997985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02656214398433349,"score_gpt":0.2765138038058025,"score_spread":0.249951659821469,"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."}}