{"id":"W6929330570","doi":"10.4224/crm.2019.gtx6-b.20181005","title":"GTX6-b: Certified Calibration Solution for Gonyautoxin-6","year":2019,"lang":"en","type":"other","venue":"NRC Digital Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Calibration; Identification (biology); Certified reference materials; Certification; Acetic acid","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001172596,0.0005386324,0.0005158618,0.0003620345,0.00009210905,0.0005691476,0.0003696333,0.0007587936,0.00006655789],"category_scores_gemma":[0.0002044605,0.0005540934,0.000354985,0.0001623063,0.0001174583,0.0006445912,0.00009928093,0.0002150964,0.003703956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006556215,"about_ca_system_score_gemma":0.0004061222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001210955,"about_ca_topic_score_gemma":0.00005191853,"domain_scores_codex":[0.9972503,0.00004213997,0.0005042768,0.0008499878,0.0008325229,0.0005208358],"domain_scores_gemma":[0.9980267,0.00007842112,0.0006472948,0.0009292429,0.0001636633,0.0001546764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00010087,0.0001240503,0.00007911886,0.0002109426,0.0001460649,0.000006464546,0.0000252428,0.000005636299,0.008569611,0.0005576278,0.9856439,0.004530475],"study_design_scores_gemma":[0.0006178949,0.0001330721,0.00005632837,0.0002771323,0.00008821546,0.0000264568,0.00001079575,0.001336518,0.002296439,0.0001193096,0.9943717,0.0006661927],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003881641,0.000579393,0.003253397,0.00002487431,0.003489943,0.001799439,0.0008965739,0.001581276,0.9883363],"genre_scores_gemma":[0.01308451,0.000002621937,0.000300814,0.00003999548,0.001695066,0.0002009069,0.0008026941,0.002258856,0.9816145],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0130457,"threshold_uncertainty_score":0.9996911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01769983601877369,"score_gpt":0.2380317425710789,"score_spread":0.2203319065523052,"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."}}