{"id":"W4362468145","doi":"10.3390/toxins15040254","title":"Metabolomics Reveals Strain-Specific Cyanopeptide Profiles and Their Production Dynamics in Microcystis aeruginosa and M. flos-aquae","year":2023,"lang":"en","type":"article","venue":"Toxins","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microcystis aeruginosa; Microcystin; Microcystis; Cyanobacteria; Strain (injury); Biology; Bloom; Relative species abundance; Metabolomics; Food science; Abundance (ecology); Botany; Microbiology; Bacteria; Ecology; Genetics; Bioinformatics","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":[0.0001144512,0.0002750685,0.0001881868,0.0004706164,0.0001461365,0.0002569751,0.00009025405,0.0002016674,0.0003400822],"category_scores_gemma":[0.0001574205,0.0001069612,0.0002065057,0.0003213174,0.0001290339,0.0002144559,0.0002155162,0.0002009831,0.0001019336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001239477,"about_ca_system_score_gemma":0.0001230799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001806742,"about_ca_topic_score_gemma":0.002072148,"domain_scores_codex":[0.9998792,0.00001054881,0.00001033843,0.00004396035,0.00002970121,0.00002623018],"domain_scores_gemma":[0.9999049,0.0000139559,0.00003084536,0.000006340878,0.00002688606,0.00001696977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00006673505,0.00002084558,0.004662091,0.00001427778,0.000006277125,0.0000308647,0.00004119387,0.00004635767,0.9937457,0.00001018592,0.00001338784,0.001342097],"study_design_scores_gemma":[0.000007642334,0.0006046674,0.5203944,0.00001235013,0.00005590816,0.000370127,0.0004115945,0.003071996,0.4741061,0.00009032001,0.0008547914,0.00002000044],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988894,0.0001632189,0.0003183513,0.0000161921,0.000001783387,0.000008188316,0.0004102071,0.000008667726,0.0001840916],"genre_scores_gemma":[0.9966331,0.0002263847,0.001373717,0.00003716513,0.000003610011,0.00002928838,0.0009606144,0.000007282456,0.0007289384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001806742,"threshold_uncertainty_score":0.003592432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01181033028121663,"score_gpt":0.2095441906071992,"score_spread":0.1977338603259825,"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."}}