{"id":"W3174219664","doi":"10.1021/acsestwater.1c00090","title":"Effects of Hydrogen Peroxide on Cyanobacterium <i>Microcystis aeruginosa</i> in the Presence of Nanoplastics","year":2021,"lang":"en","type":"article","venue":"ACS ES&T Water","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Guelph; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; E.W.R. Steacie Memorial Fund","keywords":"Microcystis aeruginosa; Microcystin; Hydrogen peroxide; Pollution; Chemistry; Contamination; Environmental chemistry; Algal bloom; Cyanobacteria; Environmental science; Biology; Ecology; Biochemistry; Bacteria; Phytoplankton","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000177561,0.0003668671,0.0003352114,0.0001019207,0.0001830876,0.0003182164,0.0002210129,0.0003054875,0.0007482237],"category_scores_gemma":[0.000206675,0.0001100282,0.0002665376,0.0001198059,0.0001895429,0.0002344253,0.0003028536,0.000409852,0.0001222392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003372022,"about_ca_system_score_gemma":0.0002853723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003552491,"about_ca_topic_score_gemma":0.005775957,"domain_scores_codex":[0.9997455,0.00003518699,0.00002308447,0.00007361586,0.00007615481,0.00004641663],"domain_scores_gemma":[0.9998088,0.00004628015,0.00005325726,0.00001959214,0.00004186171,0.00003017754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006621447,0.00001936257,0.0003794625,0.00004174262,0.000005852321,0.0000174575,0.00001434046,0.0001020601,0.9986034,0.00001113438,0.00002440521,0.000714638],"study_design_scores_gemma":[0.000002988133,0.0003279132,0.005441931,0.000004901925,0.00001240688,0.0000181662,0.00004141669,0.0007443485,0.9930215,0.00001410175,0.0003645743,0.000005656335],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997405,0.0003110964,0.001045082,0.00007418129,0.00001429348,0.00002523287,0.0004340277,0.00004894166,0.0006421457],"genre_scores_gemma":[0.9964539,0.000283012,0.002009686,0.00007510066,0.000004195786,0.00003561796,0.0002497137,0.00001174276,0.00087709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003552491,"threshold_uncertainty_score":0.007063627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004060681180259557,"score_gpt":0.1784427971912313,"score_spread":0.1743821160109718,"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."}}