{"id":"W2324770448","doi":"10.5740/jaoacint.sgehignutt","title":"Suitability of Postcolumn Oxidation Liquid Chromatography Method AOAC 2011.02 for Monitoring Paralytic Shellfish Toxins in Alaskan Shellfish—Initial Pilot Study versus Mouse Bioassay and In-House Validation","year":2014,"lang":"en","type":"article","venue":"Journal of AOAC International","topic":"Marine Toxins and Detection Methods","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Food Inspection Agency; Washington State University; New York State Department of Environmental Conservation","keywords":"Repeatability; Shellfish; Oyster; Chromatography; Saxitoxin; Bioassay; Paralytic shellfish poisoning; Chemistry; Biology; Toxin; Fishery; Fish <Actinopterygii>; Aquatic animal; Ecology","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":[],"consensus_categories":[],"category_scores_codex":[0.003445362,0.0001606318,0.0003183661,0.0004038388,0.00005324366,0.00005708296,0.0002691023,0.00006049291,0.0003086449],"category_scores_gemma":[0.000491667,0.0001571406,0.0001016313,0.00022174,0.00007429028,0.0006041225,0.0001237259,0.0002121207,0.000003775517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002365534,"about_ca_system_score_gemma":0.00002428848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004949729,"about_ca_topic_score_gemma":0.0004685476,"domain_scores_codex":[0.9976818,0.0004035956,0.0009010146,0.0002756436,0.0005477972,0.0001901816],"domain_scores_gemma":[0.9984668,0.0006190575,0.0005458181,0.0001654103,0.0001083366,0.00009453941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005846683,0.002109299,0.8686307,0.00003263852,0.000116578,0.000005445794,0.0007020763,0.004438369,0.1081023,0.00004210627,0.00009508666,0.009878675],"study_design_scores_gemma":[0.007410043,0.007971739,0.8249881,0.0000427883,0.00007057899,0.00002332012,0.0006162095,0.005991412,0.1516465,0.0005256304,0.0004032942,0.0003104625],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863137,0.000006262163,0.01189802,0.0001306897,0.0007254328,0.0003634115,0.000007369743,0.00001302518,0.0005421],"genre_scores_gemma":[0.9728149,0.00001922753,0.02687961,0.00001571548,0.000190277,0.0000176837,0.000002534354,0.00001943629,0.00004066833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04364262,"threshold_uncertainty_score":0.640801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03164058433168762,"score_gpt":0.3365521474378912,"score_spread":0.3049115631062036,"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."}}