{"id":"W4412165990","doi":"10.1021/envhealth.5c00123","title":"Combined Effects of Irradiation, Nutrients, and Cyanobacterial Composition on Microcystin Concentration in Chinese Plateau Lakes","year":2025,"lang":"en","type":"article","venue":"Environment & Health","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"Yunnan University; National Institutes of Health; National Science Foundation; Yunnan Provincial Science and Technology Department; Ministry of Business, Innovation and Employment; Chinese Academy of Sciences","keywords":"Microcystin; Plateau (mathematics); Nutrient; Composition (language); Environmental chemistry; Cyanobacteria; Environmental science; Irradiation; Chemistry; Ecology; Biology; Mathematics; Physics; Bacteria; Art","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002694833,0.0003608757,0.0004022997,0.0006549693,0.0005031183,0.0004800723,0.0002028078,0.0002196451,0.0003607784],"category_scores_gemma":[0.0002971919,0.0002228152,0.0003819247,0.0008920787,0.0003210253,0.000309543,0.0004448894,0.0001348456,0.00004225793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007981833,"about_ca_system_score_gemma":0.0009034954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04404015,"about_ca_topic_score_gemma":0.06257257,"domain_scores_codex":[0.9998695,0.00001407169,0.00001396343,0.00004134981,0.00003197003,0.0000291849],"domain_scores_gemma":[0.9997796,0.00003781924,0.00006277749,0.00001211772,0.00006389721,0.0000437783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003738716,0.00003642913,0.8784552,0.00009245635,0.0001346328,0.0003024771,0.001009156,0.0004436822,0.1134522,0.00003529032,0.00008642093,0.005578273],"study_design_scores_gemma":[0.000002917521,0.00003360707,0.9971122,0.000001858329,0.00003479869,0.00003190881,0.0003113087,0.0003510614,0.002012961,0.00001242448,0.00008958082,0.000005352853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997587,0.00007064445,0.00002753826,0.000006973747,5.03788e-7,0.00000153571,0.0000467738,0.000002483303,0.00008485754],"genre_scores_gemma":[0.9996202,0.00005084476,0.00006344501,0.00001140502,0.000001325349,0.000005420737,0.0001224182,0.000001968116,0.0001230145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04404015,"threshold_uncertainty_score":0.08756763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001956331160238588,"score_gpt":0.2049714516475752,"score_spread":0.2030151204873366,"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."}}