{"id":"W4387108146","doi":"10.1016/j.aquatox.2023.106705","title":"Is a lower-toxicity strain of Microcystis aeruginosa really less toxic?","year":2023,"lang":"en","type":"article","venue":"Aquatic Toxicology","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"National Research Council Canada; Applied Basic Research Foundation of Yunnan Province; Yunnan Provincial Department of Education; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Microcystis; Microcystis aeruginosa; Toxicity; Biology; Daphnia magna; Microcystin; Oxidative stress; Cyanobacteria; Daphnia; Microbiology; Toxicology; Chemistry; Biochemistry; Bacteria; Zoology","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":[0.0005867391,0.0004299319,0.0008066549,0.0003512129,0.0002409004,0.0007976978,0.0004487382,0.001689345,0.001917698],"category_scores_gemma":[0.002111222,0.0002110552,0.0003727736,0.0003254054,0.0008166999,0.0008719325,0.0003613674,0.0008906696,0.0004096215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004526767,"about_ca_system_score_gemma":0.0003671418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002149191,"about_ca_topic_score_gemma":0.001953709,"domain_scores_codex":[0.9991766,0.000138243,0.0000856895,0.0001555138,0.0003161552,0.0001279122],"domain_scores_gemma":[0.9986094,0.000225001,0.0004638133,0.0001130343,0.0003580689,0.0002306546],"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":[0.0004617706,0.000149152,0.01948388,0.0001592829,0.00008307111,0.000350641,0.00006553967,0.0001841522,0.9695036,0.000324955,0.0004575916,0.008776372],"study_design_scores_gemma":[0.0001202352,0.005192355,0.4329584,0.00007764081,0.0003160381,0.004551894,0.001401984,0.001163821,0.5454406,0.001901843,0.006803269,0.0000718678],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932197,0.0008784324,0.0007924782,0.003288045,0.0001377915,0.00001216971,0.0001882008,0.00004199588,0.001441196],"genre_scores_gemma":[0.9957905,0.0006927211,0.0006580813,0.001415135,0.00007628643,0.000009578335,0.0002990739,0.00001957438,0.001039021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002149191,"threshold_uncertainty_score":0.006415308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01944104488213565,"score_gpt":0.2535619498735367,"score_spread":0.234120904991401,"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."}}