{"id":"W3134973786","doi":"10.1088/1681-7575/abe9c5","title":"On the uncertainties in the realization of the kelvin based on thermodynamic temperatures of high-temperature fixed-point cells","year":2021,"lang":"en","type":"article","venue":"Metrologia","topic":"Calibration and Measurement Techniques","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"International Temperature Scale of 1990; Eutectic system; Fixed point; Black-body radiation; Realization (probability); Work (physics); Thermodynamics; Set point; Computer science; Materials science; Physics; Mathematics; Radiation; Optics; Mathematical analysis; Statistics","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":[0.0004618538,0.0001086002,0.0001368894,0.00006364558,0.00004058104,0.00002382375,0.0002292271,0.00008600611,0.00006675158],"category_scores_gemma":[0.0001647819,0.00004978338,0.00007207758,0.0004018539,0.00004876648,0.00002289836,0.00001414475,0.000234748,6.583323e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003726038,"about_ca_system_score_gemma":0.00002683467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002847821,"about_ca_topic_score_gemma":0.00009185782,"domain_scores_codex":[0.9990534,0.0003067449,0.0001892481,0.000103669,0.0002513191,0.00009566564],"domain_scores_gemma":[0.9992257,0.0002409705,0.00004963331,0.0004214614,0.00005501808,0.000007232068],"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":[0.00004443224,0.00009483335,0.0003996878,0.0000567098,0.00002475307,0.000002252159,0.00033534,0.08013639,0.8376248,0.07093374,0.01023989,0.0001071601],"study_design_scores_gemma":[0.0002412241,0.0001053955,0.01054779,0.0001073308,0.00001547571,5.974237e-7,0.0002556544,0.01364683,0.9725668,0.002211173,0.0002097429,0.00009198099],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949995,0.0001305038,0.001131034,0.001432986,0.000228952,0.0003506915,0.00002943124,0.00008498548,0.001611933],"genre_scores_gemma":[0.9987931,0.00003138259,0.00004887401,0.001021921,0.0000146053,0.00002870804,0.00001464787,0.00001116918,0.0000356545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.134942,"threshold_uncertainty_score":0.2030107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008124656550477949,"score_gpt":0.1950537056855071,"score_spread":0.1869290491350291,"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."}}