{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001815197,0.0002387847,0.0002314477,0.001318682,0.0005453346,0.0006603946,0.0002189307,0.0003150678,0.0004945615],"category_scores_gemma":[0.0005319864,0.0001783522,0.0001721579,0.001521164,0.0003774065,0.0002389922,0.0004753819,0.0001386762,0.00008476002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001927067,"about_ca_system_score_gemma":0.001165083,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4519565,"about_ca_topic_score_gemma":0.6072252,"domain_scores_codex":[0.9997788,0.00001862239,0.00002483207,0.00006108983,0.00006482249,0.00005183539],"domain_scores_gemma":[0.999588,0.00003744409,0.0001666115,0.00001131538,0.0001535698,0.00004316206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001231267,0.00001141371,0.9573777,0.000139064,0.00005704389,0.0004508248,0.001710069,0.0001780407,0.0314628,0.0001103013,0.00008091521,0.00829857],"study_design_scores_gemma":[0.000002675248,0.0000360274,0.9952052,0.00002177442,0.00001740725,0.0002448546,0.001134044,0.0001926505,0.002120249,0.000008776829,0.001008634,0.000007741824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998485,0.0004483647,0.00005944828,0.00001690806,8.68801e-7,0.000006953467,0.0003742116,0.000005296345,0.0006029829],"genre_scores_gemma":[0.9986379,0.0004112476,0.0003059899,0.00001292143,9.835884e-7,0.000007766557,0.0002743567,0.000002430065,0.0003464097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5480435,"threshold_uncertainty_score":0.8986517,"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."}}