{"id":"W2938038896","doi":"10.1515/pac-2016-0402","title":"Interpreting and propagating the uncertainty of the standard atomic weights (IUPAC Technical Report)","year":2018,"lang":"en","type":"article","venue":"Pure and Applied Chemistry","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Chemical nomenclature; Atomic mass; Chemistry; Isotope; Atomic number; Composition (language); Atomic physics; Physics; Nuclear physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0003142796,0.00007855195,0.0001149415,0.000002530371,0.000183136,0.00001423582,0.0001819274,0.00006474483,0.0002240265],"category_scores_gemma":[0.00005992413,0.00004210112,0.00003161935,0.00008096611,0.0008523825,0.0000154947,0.0003952769,0.0001457152,0.000001702772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003970587,"about_ca_system_score_gemma":0.00001049109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000939472,"about_ca_topic_score_gemma":0.00003226852,"domain_scores_codex":[0.9993335,0.00001235492,0.0001833215,0.000210634,0.0001303098,0.0001298667],"domain_scores_gemma":[0.9995126,0.00005186534,0.000143507,0.0002598962,0.000006809989,0.00002534784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004511898,0.00002429749,0.05787728,0.00004089759,0.00004142851,0.000004636042,0.0005901087,0.00002269711,0.9318918,0.0005470524,0.001464265,0.007450395],"study_design_scores_gemma":[0.0002512865,0.00002432166,0.006486866,0.00004049144,0.00008852121,0.0001827892,0.0005880364,0.000580348,0.9748159,0.009047413,0.00769722,0.0001968274],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9626964,0.00001681804,0.00006630741,0.0004032239,0.00001210482,0.0001006803,0.000002761858,0.00001034976,0.03669137],"genre_scores_gemma":[0.9994111,0.00000423003,0.0002642719,0.0001011872,0.00004629208,0.00001463166,0.000001061795,0.000005083374,0.0001521656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05139041,"threshold_uncertainty_score":0.3140639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003023549423542784,"score_gpt":0.2180461487846921,"score_spread":0.2150225993611493,"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."}}