{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001606714,0.0001258646,0.000165487,0.00002590487,0.00003822824,0.00001198245,0.0002353638,0.0000665506,0.000163329],"category_scores_gemma":[0.0001126728,0.00007747849,0.00004334949,0.0001334009,0.0001333377,0.00005780342,0.0001591289,0.0001114641,0.0001361181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003261936,"about_ca_system_score_gemma":0.00001245332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001152697,"about_ca_topic_score_gemma":0.00007545507,"domain_scores_codex":[0.998909,0.0001082719,0.0002422888,0.0002159251,0.0002645078,0.0002599942],"domain_scores_gemma":[0.9992934,0.0003584221,0.00006181538,0.0002395945,0.0000113731,0.00003538568],"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":[0.00003024518,0.0001282683,0.00298737,0.00004964776,0.00000749388,0.00004151993,0.0007726703,0.001051913,0.9943392,0.00007086424,0.0003158139,0.0002050148],"study_design_scores_gemma":[0.000300815,0.00008864424,0.01719495,0.00006263026,0.00002093743,0.00001942168,0.00002415289,0.0001189333,0.9795606,0.0001015183,0.002412499,0.000094909],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987733,0.00002697939,0.0002139748,0.0001000188,0.000152495,0.0001311715,0.00002557086,0.000004758751,0.0005717059],"genre_scores_gemma":[0.9994637,0.00003145251,0.0001505851,0.000156463,0.00001887537,0.000006914662,0.00001219447,0.00000856283,0.0001512032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01477859,"threshold_uncertainty_score":0.3159481,"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."}}