{"id":"W6928989667","doi":"10.4224/crm.2020.hytx-b.20190716","title":"hYTX-b: Certified Calibration Solution for 1-Homoyessotoxin","year":2020,"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; Certified reference materials; Dilution; Instrumentation (computer programming); Series (stratigraphy); Certification","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":[0.00007751853,0.0005319331,0.0005258945,0.0002386456,0.0001107616,0.0005254654,0.0003574278,0.0006053596,0.0001010729],"category_scores_gemma":[0.0003219748,0.0005655098,0.0003383027,0.0002191396,0.000132126,0.0005324209,0.000107635,0.000240587,0.001192852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004512559,"about_ca_system_score_gemma":0.0003148342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008359893,"about_ca_topic_score_gemma":0.00006793679,"domain_scores_codex":[0.997268,0.00004573596,0.0005170655,0.0008695202,0.0008372364,0.0004625065],"domain_scores_gemma":[0.998408,0.00004686964,0.0005992213,0.0005900576,0.0001090142,0.0002468343],"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":[0.0001359579,0.0001008335,0.00004985988,0.0002031679,0.0001428235,0.00002262495,0.00003875604,0.000001572241,0.01501933,0.0002949085,0.9791303,0.004859912],"study_design_scores_gemma":[0.0005591763,0.0001392233,0.00003370937,0.0002299162,0.0000916101,0.0000209464,0.00001070069,0.001340115,0.006870021,0.0002024721,0.989859,0.0006430774],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001656383,0.0005387238,0.006375456,0.00008516004,0.002716888,0.00157139,0.001131319,0.002093933,0.9854706],"genre_scores_gemma":[0.01585029,0.00000339721,0.00063152,0.00008524643,0.00270867,0.0003560166,0.001110307,0.002437121,0.9768174],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01583372,"threshold_uncertainty_score":0.9996796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02172388336410379,"score_gpt":0.2384600609954275,"score_spread":0.2167361776313237,"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."}}