{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001817694,0.0004012018,0.000177547,0.0001633622,0.0001221642,0.0002125107,0.0001850037,0.0003525787,0.0004544671],"category_scores_gemma":[0.0002060167,0.000150168,0.0002857796,0.0001080704,0.0001879775,0.000199925,0.0002511707,0.0002655144,0.0002067981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002324844,"about_ca_system_score_gemma":0.0002669328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00116886,"about_ca_topic_score_gemma":0.001494274,"domain_scores_codex":[0.9997759,0.00004060737,0.00001791516,0.00004287971,0.00007421785,0.00004847004],"domain_scores_gemma":[0.9998614,0.00001862748,0.00006080036,0.00001189669,0.00003306431,0.00001424721],"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":[0.00003424285,0.000005636795,0.0001187618,0.00003284007,0.000004505503,0.00001640355,0.000005046395,0.00005994495,0.9988241,0.00002076294,0.00001255181,0.0008651535],"study_design_scores_gemma":[0.000002047414,0.0001552042,0.0009532943,0.000002876094,0.000006009096,0.00005696217,0.000009634485,0.0003245002,0.9976164,0.00001726766,0.0008535864,0.000002257489],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866613,0.002746385,0.008665948,0.0001392719,0.00002519805,0.00003749189,0.0001936265,0.00007513004,0.001455735],"genre_scores_gemma":[0.9887411,0.001452289,0.007152825,0.00006808873,0.000008100483,0.0000282829,0.0002384872,0.00001284175,0.002297937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00116886,"threshold_uncertainty_score":0.002324104,"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."}}