{"id":"W4400906049","doi":"10.3390/toxins16080328","title":"Oxidation of Microcystis aeruginosa and Microcystins with Peracetic Acid","year":2024,"lang":"en","type":"article","venue":"Toxins","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Peracetic acid; Microcystis aeruginosa; Microbiology; Microcystis; Chemistry; Biology; Cyanobacteria; Biochemistry; Bacteria; Hydrogen peroxide","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":[0.00008557206,0.00008625005,0.0001058316,0.00002370212,0.00003959811,0.00002697309,0.0000627516,0.00003451856,0.000558018],"category_scores_gemma":[0.000008122814,0.00006659249,0.00001695657,0.0001226761,0.00007886858,0.00009694331,0.00004167556,0.00005870577,0.0001467241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004237734,"about_ca_system_score_gemma":0.00001075024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002512039,"about_ca_topic_score_gemma":0.00065692,"domain_scores_codex":[0.9994467,0.00001484083,0.0001311362,0.000181256,0.0001115107,0.0001145331],"domain_scores_gemma":[0.9997594,0.00003655074,0.00003448057,0.0001190693,0.000004837375,0.00004568282],"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":[0.0000163947,0.00003087901,0.01920546,0.0001858643,0.00002251201,0.00002031208,0.001470971,0.0001310831,0.9682816,0.0007533503,0.00106673,0.008814829],"study_design_scores_gemma":[0.002007677,0.00146578,0.1911678,0.001611509,0.0003481426,0.00148712,0.001758437,0.07673135,0.5668185,0.00160626,0.1531456,0.001851809],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928876,0.0002636565,0.002946123,0.0001372172,0.00004770759,0.0001209334,0.00002339663,0.00003159005,0.003541784],"genre_scores_gemma":[0.9955963,0.00002537911,0.003707772,0.00003424358,0.00001905584,0.000005029226,0.000006589281,0.00001013194,0.0005954469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4014631,"threshold_uncertainty_score":0.6109906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003234551281337688,"score_gpt":0.1874738673903347,"score_spread":0.184239316108997,"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."}}