{"id":"W6891529290","doi":"10.4224/crm.2020.luis-1","title":"LUIS-1: Isotopic Certified Reference Material of Natural Lutetium","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":"Lutetium; Isotope; Atomic mass; Monazite; Californium; Certified reference materials; Iron Isotopes","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":[0.00004619493,0.0005829203,0.0007893352,0.0002365047,0.00003625344,0.0003048992,0.0007534956,0.0005162947,0.000548708],"category_scores_gemma":[0.0001723315,0.0005522889,0.000228634,0.0002107922,0.000278905,0.0002479716,0.0003194288,0.0004202959,0.001886835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002216354,"about_ca_system_score_gemma":0.0002739702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002740734,"about_ca_topic_score_gemma":0.00003061602,"domain_scores_codex":[0.9969879,0.00006345877,0.0006389188,0.0007871473,0.001100227,0.000422291],"domain_scores_gemma":[0.9980566,0.00003204165,0.0007185899,0.0008638693,0.000136073,0.0001928394],"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":[0.0002226114,0.0001000485,0.0001452916,0.0003722392,0.0002083561,0.0001446413,0.00005011989,1.559702e-7,0.07912914,0.0002410065,0.9181665,0.001219912],"study_design_scores_gemma":[0.000378689,0.0001162981,0.0005218746,0.0004167191,0.00007546122,0.00005213376,0.000020439,0.000004776606,0.02661914,0.00003541955,0.9711308,0.0006282136],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001755035,0.0006335433,0.000002177015,0.00001450554,0.004530478,0.0004542989,0.00119491,0.0008387188,0.9905763],"genre_scores_gemma":[0.2871868,0.000005482332,0.00008629186,0.0000329614,0.00133682,0.00002530895,0.0003131523,0.001029877,0.7099833],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2854317,"threshold_uncertainty_score":0.9996929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01394508870715317,"score_gpt":0.2215433989312751,"score_spread":0.207598310224122,"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."}}