{"id":"W2553934394","doi":"10.1007/s00216-016-0004-0","title":"A mussel tissue certified reference material for multiple phycotoxins. Part 4: certification","year":2016,"lang":"en","type":"article","venue":"Analytical and Bioanalytical Chemistry","topic":"Marine Toxins and Detection Methods","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Domoic acid; Certified reference materials; Mussel; Chromatography; Mytilus; Chemistry; Matrix (chemical analysis); Toxin; Detection limit; Biology; Fishery; Biochemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001800383,0.0008457381,0.0003466028,0.002312944,0.001085926,0.00091021,0.001829981,0.002108276,0.009949468],"category_scores_gemma":[0.003571023,0.0004687003,0.000603303,0.0009819032,0.0006256137,0.0005284927,0.0008800778,0.0007733227,0.007485851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000817752,"about_ca_system_score_gemma":0.001744637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003462953,"about_ca_topic_score_gemma":0.005357062,"domain_scores_codex":[0.9969541,0.0004065378,0.0002299126,0.0003839491,0.001879055,0.0001463401],"domain_scores_gemma":[0.99717,0.0002437468,0.0002316569,0.0006791549,0.001558857,0.0001165715],"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":[0.0004844786,0.0003845909,0.007063615,0.0005477351,0.00005004157,0.0007705063,0.0001861814,0.001463834,0.8570079,0.00134252,0.01408007,0.1166186],"study_design_scores_gemma":[0.0001406375,0.00127859,0.03479775,0.0002903973,0.0001043266,0.001797583,0.000135831,0.002824513,0.8398098,0.001073147,0.1176594,0.00008798661],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5692648,0.005153704,0.2408795,0.002100582,0.00155366,0.00572772,0.0253566,0.007632401,0.142331],"genre_scores_gemma":[0.6655608,0.003574466,0.1013671,0.001928313,0.0001771774,0.002830914,0.03968099,0.0008722779,0.184008],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.009949468,"threshold_uncertainty_score":0.03328431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03765280787885589,"score_gpt":0.280797178715971,"score_spread":0.2431443708371151,"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."}}