{"id":"W6910456284","doi":"10.4224/crm.2021.zirc-1","title":"ZIRC-1: Isotopic Certified Reference Material of Natural Zirconium","year":2021,"lang":"en","type":"other","venue":"NRC Digital Repository","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Zirconium; Calibration; Certified reference materials; Isotope; Isotope analysis; Isotope dilution; Stable isotope ratio","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":[0.00007214693,0.0005916274,0.0008604338,0.0002980067,0.00004395561,0.0003975278,0.0006425904,0.0006456994,0.001371347],"category_scores_gemma":[0.000159625,0.0005820345,0.0002696235,0.0002268334,0.0002984121,0.0002228615,0.0003248963,0.0004244119,0.000626902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003079411,"about_ca_system_score_gemma":0.0004719235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004141664,"about_ca_topic_score_gemma":0.00008723131,"domain_scores_codex":[0.9967667,0.00008802226,0.0006926636,0.0008527882,0.001110506,0.0004892998],"domain_scores_gemma":[0.997561,0.00004300566,0.0007442601,0.001209717,0.000288146,0.0001538856],"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":[0.0001665498,0.0002596951,0.0003094393,0.000687698,0.0004075,0.0003314309,0.00004877482,3.032782e-7,0.3344837,0.0004414195,0.6607877,0.00207579],"study_design_scores_gemma":[0.0004872257,0.00007970886,0.0007889943,0.001070295,0.00008358035,0.0001505414,0.00004048942,0.000002249446,0.1206685,0.00004802975,0.875794,0.000786374],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006282789,0.00163461,0.000002485433,0.000005183402,0.005867773,0.0003659182,0.0007041433,0.0004737183,0.9846634],"genre_scores_gemma":[0.2562131,0.000007767703,0.00008443933,0.00001311037,0.0009874791,0.00002838262,0.000523331,0.0008464026,0.7412959],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2499303,"threshold_uncertainty_score":0.9996631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01621631565894046,"score_gpt":0.235887327436551,"score_spread":0.2196710117776105,"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."}}