{"id":"W3110151170","doi":"10.1016/j.hal.2020.101955","title":"Stability issues of microcystins, anabaenopeptins, anatoxins, and cylindrospermopsin during short-term and long-term storage of surface water and drinking water samples","year":2020,"lang":"en","type":"article","venue":"Harmful Algae","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"Génome Québec; Genome Canada","keywords":"Cyanotoxin; Cylindrospermopsin; Ultrapure water; Environmental chemistry; Surface water; Water quality; Environmental science; Contamination; Chemistry; Water treatment; Microcystin; Cyanobacteria; Environmental engineering; Ecology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002763362,0.0002304302,0.0004306237,0.00001973598,0.0001153552,0.00004326914,0.0001419254,0.00008336786,0.000344094],"category_scores_gemma":[0.0000137679,0.0001654451,0.00003721471,0.00005041153,0.0002863967,0.0001677127,0.0004894043,0.0001245451,0.000006660001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003318298,"about_ca_system_score_gemma":0.000004381428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002635711,"about_ca_topic_score_gemma":0.0004469161,"domain_scores_codex":[0.9984978,0.00007006132,0.0004560825,0.000474532,0.0001915248,0.0003099387],"domain_scores_gemma":[0.9994704,0.00003458974,0.00008415686,0.0002232981,0.00001858606,0.0001689612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003155614,0.00002160031,0.5684057,0.000317451,0.00001650691,0.00001001994,0.00272296,0.0000230412,0.42812,0.000006524359,0.000002947769,0.0003216444],"study_design_scores_gemma":[0.0004009057,0.00008618049,0.6517199,0.00007484314,0.00002991152,0.00002690692,0.0001774879,0.0008029866,0.3463547,0.00001953445,0.00006653008,0.0002400967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987525,0.0005177723,0.00007868683,0.0001419041,0.00002998222,0.0002988105,0.00006651968,0.00001886585,0.00009492025],"genre_scores_gemma":[0.9990434,0.0002065521,0.0006002302,0.0000300253,0.00002317296,0.00000245965,0.00003615861,0.00002311392,0.00003489884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08331423,"threshold_uncertainty_score":0.6746655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01728501853261616,"score_gpt":0.2255923616310145,"score_spread":0.2083073430983983,"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."}}