{"id":"W2085779050","doi":"10.1007/s10765-011-1116-6","title":"Fixed-Point Comparison Uncertainties for Two Cell Geometries","year":2011,"lang":"en","type":"article","venue":"International Journal of Thermophysics","topic":"Calibration and Measurement Techniques","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Fixed point; Homogeneity (statistics); International Temperature Scale of 1990; Melting point; Materials science; Computer science; Mathematics; Statistics; Mathematical 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":[],"consensus_categories":[],"category_scores_codex":[0.0001307413,0.00008256362,0.0001311605,0.0001240415,0.00001632283,0.00003643203,0.0002653776,0.00002351084,0.00006772395],"category_scores_gemma":[0.00001866942,0.0000733238,0.0001267527,0.00005264227,0.00002159206,0.0002252649,0.0000149342,0.00009144547,0.000004488026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006340224,"about_ca_system_score_gemma":0.00001898971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005634651,"about_ca_topic_score_gemma":0.000001940293,"domain_scores_codex":[0.9993342,0.000007390888,0.0002921951,0.00004279497,0.0002438924,0.00007952366],"domain_scores_gemma":[0.9993908,0.00003615601,0.0001361424,0.00006249204,0.0003405054,0.00003387235],"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":[0.0009585969,0.001040236,0.003339665,0.0001652127,0.001725718,0.00003276003,0.01051273,0.01818541,0.6738078,0.03719486,0.09730516,0.1557318],"study_design_scores_gemma":[0.0007699697,0.0001544288,0.0003917972,0.00005049535,0.00003318105,0.000008500163,0.0002687413,0.004959667,0.9681986,0.01228523,0.01271892,0.0001604509],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2562077,0.000506979,0.7212283,0.0001921886,0.00355882,0.0002230344,0.00003592951,0.0002077844,0.01783928],"genre_scores_gemma":[0.9941682,0.00003744545,0.005304831,0.00007272808,0.0003197183,0.000004580382,0.000003670404,0.00001724308,0.00007159213],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7379605,"threshold_uncertainty_score":0.2990058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04465476740872487,"score_gpt":0.2751057106558134,"score_spread":0.2304509432470885,"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."}}