{"id":"W6891638156","doi":"10.4224/crm.2022.hicd-1","title":"HICD-1: High Purity Cadmium Certified Reference Material for Cadmium Mass Fraction and Elemental Impurities","year":2022,"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":"Cadmium; Certified reference materials; Mass fraction; Fraction (chemistry); Impurity; 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","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002354031,0.0007795744,0.0007834578,0.0004096311,0.0003614097,0.001085077,0.0004515547,0.0006065245,0.001918962],"category_scores_gemma":[0.0001412922,0.0008591116,0.0001919228,0.0001335248,0.0002694651,0.0007316456,0.0003980339,0.0005413953,0.0001421266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001615279,"about_ca_system_score_gemma":0.0003891916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002285677,"about_ca_topic_score_gemma":0.0002722543,"domain_scores_codex":[0.9959288,0.0001210127,0.0007360914,0.001227317,0.001256049,0.000730681],"domain_scores_gemma":[0.9978471,0.00009742579,0.0008507,0.0007775654,0.0001519518,0.0002752282],"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":[0.0009261011,0.0002585268,0.001121699,0.0005325702,0.0003672807,0.0001241343,0.00005266302,4.218106e-7,0.02582525,0.0007526425,0.9689255,0.001113178],"study_design_scores_gemma":[0.0009786603,0.0004172599,0.0006820447,0.0001078527,0.0001833916,0.0001621113,0.0003228325,0.000004932963,0.009759872,0.0008037419,0.9855388,0.001038498],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02189277,0.0006226345,0.00003095103,0.00004253991,0.007218501,0.002297665,0.02143636,0.001518032,0.9449406],"genre_scores_gemma":[0.3405432,0.00003584543,0.0002481197,0.00005172407,0.002709289,0.001010886,0.005016549,0.001882204,0.6485022],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3186505,"threshold_uncertainty_score":0.9999519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01465679255020631,"score_gpt":0.2394839094332064,"score_spread":0.2248271168830001,"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."}}