{"id":"W6891523172","doi":"10.4224/crm.2019.half-1","title":"HALF-1: Isotopic Certified Reference Material of natural hafnium","year":2019,"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":"Hafnium; Isotope; Natural abundance; Certified reference materials; Atomic mass; Isotope analysis","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":[0.00007267761,0.0005841806,0.0008116049,0.000345686,0.0000319201,0.0003161487,0.0007626479,0.0006545483,0.0003295649],"category_scores_gemma":[0.0001033817,0.0005379267,0.0002321259,0.0001520467,0.0002514212,0.0003187629,0.0002815662,0.0003900464,0.005266764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002824563,"about_ca_system_score_gemma":0.0003076326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006510877,"about_ca_topic_score_gemma":0.00005017322,"domain_scores_codex":[0.9969817,0.00006195595,0.000618754,0.000756779,0.001109564,0.0004712126],"domain_scores_gemma":[0.9974753,0.00004031452,0.0008410174,0.00132212,0.0001989944,0.0001222052],"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":[0.0002698994,0.0001719054,0.0003668525,0.0005379569,0.0002729179,0.00006531348,0.00004012448,4.584805e-7,0.06088513,0.0005031916,0.9353079,0.001578412],"study_design_scores_gemma":[0.00049589,0.000119294,0.0005348777,0.0006399324,0.00007272811,0.00006535139,0.00001991715,0.000004296926,0.02631681,0.00003446587,0.971008,0.0006884385],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004184585,0.0005147213,0.000001515543,0.000005655147,0.006632411,0.000596193,0.0006544329,0.0005785168,0.986832],"genre_scores_gemma":[0.3084942,0.000002953161,0.00003829115,0.000009108145,0.0006860867,0.00001789985,0.0001973399,0.0008506927,0.6897035],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3043096,"threshold_uncertainty_score":0.9997072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01276481320404659,"score_gpt":0.2256711363534489,"score_spread":0.2129063231494023,"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."}}