{"id":"W3015409136","doi":"10.3390/w12041105","title":"Impact of Hydrogen Peroxide and Copper Sulfate on the Delayed Release of Microcystin","year":2020,"lang":"en","type":"article","venue":"Water","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Hydrogen peroxide; Sulfate; Bloom; Chemistry; Microcystis; Environmental chemistry; Copper; Microcystin; Dissolved organic carbon; Microcystis aeruginosa; Nuclear chemistry; Cyanobacteria; Biochemistry; Ecology; Biology; Organic chemistry; Bacteria","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008958257,0.0000664211,0.0001068874,0.000004754457,0.00002434472,0.00000412612,0.00008465498,0.00002420124,0.000614631],"category_scores_gemma":[0.000009173458,0.00003141661,0.00004353024,0.00002995094,0.00006129777,0.00002574197,0.00005987721,0.00004406005,0.0001255774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001634975,"about_ca_system_score_gemma":0.000002845842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007912262,"about_ca_topic_score_gemma":0.00004755722,"domain_scores_codex":[0.9995363,0.00003128141,0.0001407154,0.0001009121,0.00008892717,0.0001018123],"domain_scores_gemma":[0.9997619,0.00002685979,0.00004319035,0.0001132283,0.000003006639,0.00005175177],"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":[0.0001376309,0.00003255675,0.1202576,0.0000210357,0.00004107068,0.000004213114,0.002538696,0.002252717,0.8726942,0.00004454243,0.001747543,0.0002281719],"study_design_scores_gemma":[0.001323963,0.001604899,0.1416324,0.00006857005,0.00007562462,0.00002592489,0.000302725,0.04457775,0.8064537,0.0004076842,0.00308184,0.0004449071],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985586,0.000009891191,0.00001301706,0.0003190149,0.000006730359,0.0001022377,0.00003164479,0.000003872397,0.000955038],"genre_scores_gemma":[0.9997416,0.000003516509,0.00003593513,0.0001175754,0.000008129208,0.000001763874,0.000004428559,0.000006179668,0.00008093325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0662405,"threshold_uncertainty_score":0.6729779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01086719408578251,"score_gpt":0.209210849378053,"score_spread":0.1983436552922705,"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."}}