{"id":"W6947569858","doi":"10.4224/crm.2020.hipb-1","title":"HIPB-1: High Purity Lead Certified Reference Material for Lead Mass Fraction, Atomic Weight, Isotopic Composition, and Elemental Impurities","year":2020,"lang":"en","type":"other","venue":"NRC Digital Repository","topic":"Spider Taxonomy and Behavior Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Lead (geology); Impurity; Certified reference materials; Mass fraction; Fraction (chemistry); Analytical Chemistry (journal)","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"],"consensus_categories":[],"category_scores_codex":[0.0000287159,0.0003442411,0.0003551306,0.00004830248,0.0001485623,0.0001890677,0.0001618073,0.0003518384,0.00003559921],"category_scores_gemma":[0.0000144814,0.0003436629,0.000107417,0.00002459429,0.0001788029,0.00001670188,0.0001333435,0.0001209147,0.000009240084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005750493,"about_ca_system_score_gemma":0.00006926877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001121154,"about_ca_topic_score_gemma":0.00003940041,"domain_scores_codex":[0.998655,0.00002468305,0.0003077695,0.0005949078,0.0001721643,0.0002455233],"domain_scores_gemma":[0.9993743,0.00001061501,0.0002150983,0.0002582057,0.00006802632,0.00007376893],"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":[0.0004997399,0.0001993303,0.00636185,0.0004527379,0.0004993806,0.00002663973,0.00002389557,7.167331e-8,0.4129981,0.0002003415,0.5725279,0.006210039],"study_design_scores_gemma":[0.0007269611,0.0003599786,0.000908704,0.00009143685,0.0001243516,0.00004274301,0.00009482168,0.000001253898,0.2303432,0.00009279357,0.7666575,0.0005562945],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5831534,0.009446192,0.003221924,0.0006149254,0.007821877,0.00402851,0.006361595,0.0006256187,0.384726],"genre_scores_gemma":[0.8718131,0.0003261889,0.0007574649,0.0001508309,0.002510376,0.0003192767,0.002003259,0.0002144769,0.1219051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2886597,"threshold_uncertainty_score":0.9999015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01712196478365089,"score_gpt":0.2394124548391914,"score_spread":0.2222904900555406,"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."}}