{"id":"W6966935347","doi":"10.4224/crm.2022.vanb-1","title":"VANB-1: Isotopic Certified Reference Material of Vanillin","year":2022,"lang":"en","type":"other","venue":"NRC Digital Repository","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; National Research Council Canada","funders":"","keywords":"Certified reference materials; Certification; Calibration; Isotope dilution; Vanillin; National standard","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":["insufficient_payload"],"category_scores_codex":[0.0001046721,0.0004915735,0.0006835423,0.0003619408,0.00006341163,0.0001977291,0.0007720409,0.0003807574,0.009662211],"category_scores_gemma":[0.00011534,0.0005036505,0.0002003824,0.000214137,0.0001967213,0.0001897442,0.0004465048,0.0003446635,0.001367558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004725404,"about_ca_system_score_gemma":0.000300603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004120809,"about_ca_topic_score_gemma":0.00004519819,"domain_scores_codex":[0.9968352,0.00009732664,0.0006512214,0.0007360801,0.00127951,0.0004006503],"domain_scores_gemma":[0.9977297,0.00004293393,0.000805744,0.001181359,0.0001049742,0.0001353021],"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":[0.0002134921,0.0002795388,0.0004885512,0.00027175,0.0002220963,0.0001458511,0.00004753518,0.000001863949,0.01436515,0.0004706772,0.9814469,0.002046643],"study_design_scores_gemma":[0.0002968479,0.0001864497,0.0002099522,0.0001330479,0.00005978351,0.00004314973,0.0000386119,0.000001445773,0.004945748,0.0001067695,0.9934781,0.000500162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002773085,0.0002886346,0.000002536746,0.000002534636,0.002630748,0.0004718508,0.002116652,0.0006702346,0.9910437],"genre_scores_gemma":[0.07396875,0.000007288165,0.00006157041,0.00001272617,0.0006469256,0.00008037536,0.0005005349,0.001345262,0.9233766],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07119566,"threshold_uncertainty_score":0.9997415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01718076155959829,"score_gpt":0.2271828886737329,"score_spread":0.2100021271141346,"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."}}