{"id":"W4221003025","doi":"10.3390/toxins14040251","title":"Occurrence of BMAA Isomers in Bloom-Impacted Lakes and Reservoirs of Brazil, Canada, France, Mexico, and the United Kingdom","year":2022,"lang":"en","type":"article","venue":"Toxins","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; National Research Council Canada; Global Institute for Water Security; Norleaf Networks (Canada); University of Saskatchewan; Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds de recherche du Québec; Companhia Energética de Minas Gerais; Consejo Nacional de Ciencia y Tecnología; Canada First Research Excellence Fund; Agence Nationale de la Recherche; Global Water Futures; Génome Québec; Fundação de Amparo à Pesquisa do Estado de Minas Gerais; Genome Canada","keywords":"Chemistry; Trichloroacetic acid; Alanine; Glycine; Detection limit; Environmental chemistry; Amino acid; Chromatography; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003421103,0.00007377757,0.0001803327,0.00004065641,0.00008744239,0.000004687966,0.000162816,0.00001889791,0.0003362371],"category_scores_gemma":[0.00004808418,0.00005627797,0.00001368712,0.0004182933,0.0002407729,0.00004184894,0.0001597026,0.0001242949,4.199609e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004795241,"about_ca_system_score_gemma":0.00004234395,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4584711,"about_ca_topic_score_gemma":0.5760367,"domain_scores_codex":[0.9991616,0.0001111338,0.0002225433,0.0001271836,0.0002430244,0.0001344848],"domain_scores_gemma":[0.9994684,0.0001836357,0.0001352898,0.0001645807,0.000004549701,0.00004348174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009216275,0.00005481034,0.9786494,0.00005486948,0.00001958723,0.000006302515,0.002335164,0.01338547,0.001234089,0.001178058,0.002674637,0.000315459],"study_design_scores_gemma":[0.00397448,0.0002345538,0.8383812,0.00008442704,0.00003816223,0.00002611339,0.002678347,0.1177537,0.0005797869,0.0005566774,0.03529345,0.000399167],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981869,0.00009179007,0.00001024904,0.0002776263,0.00004928456,0.0001650278,0.00034746,0.000003286474,0.0008683731],"genre_scores_gemma":[0.9997312,0.00001543508,0.000019074,0.0001202887,0.000002387059,0.000008283552,0.0000154236,0.000003094931,0.00008480509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1402682,"threshold_uncertainty_score":0.545135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009220615412908098,"score_gpt":0.218875622483336,"score_spread":0.2096550070704279,"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."}}