{"id":"W3036019416","doi":"10.1016/j.marpolbul.2020.111333","title":"Molecularly imprinted polymer solid phase extraction coupled with liquid chromatography-high resolution mass spectrometry for the detection of gonyautoxins 2&amp;3 in seawater","year":2020,"lang":"en","type":"article","venue":"Marine Pollution Bulletin","topic":"Marine Toxins and Detection Methods","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Fundamental Research Funds for the Central Universities; Ministry of Natural Resources","keywords":"Detection limit; Seawater; Solid phase extraction; Chromatography; Molecularly imprinted polymer; Mass spectrometry; Orbitrap; Chemistry; Domoic acid; Extraction (chemistry); Marine toxin; Artificial seawater; Shellfish; Matrix (chemical analysis); Biology; Toxin; Aquatic animal","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005665708,0.0002345517,0.0002635595,0.0001615201,0.000179178,0.00003531434,0.0001767359,0.0001129513,0.003282241],"category_scores_gemma":[0.0001062401,0.0001795263,0.0001381848,0.0008932809,0.0001678021,0.00009832699,0.000134119,0.0002675866,0.00005585028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001567403,"about_ca_system_score_gemma":0.0000149411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003689745,"about_ca_topic_score_gemma":0.0005031091,"domain_scores_codex":[0.9982117,0.0001682257,0.0004654612,0.0004530585,0.0003469986,0.0003545786],"domain_scores_gemma":[0.9992068,0.00007896061,0.0002570796,0.0003081739,0.00003089883,0.0001180941],"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":[0.002916279,0.0001841348,0.0006482089,0.00002627169,0.00003983013,0.000003247472,0.0000665472,0.001719792,0.9887094,0.0000590081,0.00006588859,0.0055614],"study_design_scores_gemma":[0.005758913,0.003104908,0.04109265,0.00001999851,0.0001206042,0.00005742474,0.0001168732,0.06622272,0.8525432,0.0001226874,0.03029744,0.0005426161],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3337041,0.00003053027,0.6623048,0.002763062,0.00009460017,0.0005679919,0.000009598542,0.00007580846,0.0004494647],"genre_scores_gemma":[0.9814537,0.00002912407,0.01754677,0.0003597521,0.00009363379,0.0001234053,0.00001777342,0.00003313396,0.0003427339],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6477496,"threshold_uncertainty_score":0.9976289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01190188193168311,"score_gpt":0.2694533161766224,"score_spread":0.2575514342449393,"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."}}