{"id":"W6891618824","doi":"10.4224/crm.2021.gads-1","title":"GADS-1: Isotopic Certified Reference Material of Natural Gadolinium","year":2021,"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":"Gadolinium; Calibration; Certified reference materials; Isotope; Isotope dilution; Natural materials","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":[0.00163583,0.0008270575,0.0006847317,0.00388577,0.0007173964,0.001168899,0.002512563,0.0009623038,0.05624057],"category_scores_gemma":[0.003134513,0.0004278217,0.0003537255,0.00316429,0.0005474574,0.0008809105,0.001234786,0.0006225912,0.05817538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001093777,"about_ca_system_score_gemma":0.001456223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00484733,"about_ca_topic_score_gemma":0.008162624,"domain_scores_codex":[0.9979019,0.000247313,0.00009032417,0.0003795992,0.00129143,0.00008947018],"domain_scores_gemma":[0.9988685,0.0001037439,0.00007643834,0.0002328779,0.0006687222,0.00004981125],"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":[0.00118418,0.0002496459,0.00328148,0.002017556,0.00005707145,0.0004331876,0.0003014796,0.001853691,0.2151219,0.02766374,0.4978089,0.2500271],"study_design_scores_gemma":[0.00005321317,0.00006865626,0.001730191,0.0001417704,0.00002243917,0.0003311597,0.00004597339,0.001053312,0.07709043,0.002143144,0.9172754,0.00004442257],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.04564535,0.005700847,0.1679529,0.00113575,0.001469627,0.001651908,0.1996896,0.03066565,0.5460885],"genre_scores_gemma":[0.1075867,0.006427038,0.2178525,0.001032784,0.0002602619,0.001547831,0.2743669,0.01260972,0.3783162],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.05624057,"threshold_uncertainty_score":0.1881434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01920720702007405,"score_gpt":0.2469084296634736,"score_spread":0.2277012226433996,"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."}}