{"id":"W6910621719","doi":"10.4224/crm.2022.hipc-1","title":"HIPC-1: High Purity Carbon Certified Reference Material for Mass Fraction of Carbon, Carbon Isotope Delta and Elemental Impurities","year":2022,"lang":"en","type":"other","venue":"NRC Digital Repository","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; National Research Council Canada","funders":"","keywords":"Carbon fibers; Fraction (chemistry); Mass fraction; Impurity; Certified reference materials; Delta; Elemental 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"],"consensus_categories":[],"category_scores_codex":[0.0002569006,0.0007986171,0.001090296,0.0004884494,0.0001208154,0.0003426964,0.0004721296,0.0005997529,0.0002001071],"category_scores_gemma":[0.0001038318,0.0008894925,0.0001800281,0.0001834253,0.0003223845,0.0002507766,0.0003932825,0.0004495992,0.000002931222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001260191,"about_ca_system_score_gemma":0.000332733,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01769597,"about_ca_topic_score_gemma":0.0004388683,"domain_scores_codex":[0.995714,0.000154378,0.0009620201,0.001156342,0.001357989,0.0006552407],"domain_scores_gemma":[0.9973922,0.00009407091,0.001188792,0.0009012343,0.0002307105,0.0001929473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01074503,0.002542998,0.06315987,0.007597979,0.004112241,0.0005255679,0.0009076821,0.00001118697,0.7116134,0.001395927,0.1913462,0.006041911],"study_design_scores_gemma":[0.01066923,0.005393512,0.007943929,0.001764661,0.002569429,0.0005005796,0.004241431,0.000589933,0.2791893,0.004397549,0.6743524,0.00838807],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4627839,0.0006872963,0.000001324547,0.000008133159,0.00214149,0.001609148,0.00530618,0.0004770291,0.5269855],"genre_scores_gemma":[0.9068733,0.00003335016,0.0001082127,0.0000095191,0.001025042,0.0005836525,0.00162804,0.001226822,0.08851203],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4830062,"threshold_uncertainty_score":0.9993556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01348825218915307,"score_gpt":0.2288488061196577,"score_spread":0.2153605539305047,"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."}}