{"id":"W1996482439","doi":"10.1007/s10765-015-1860-0","title":"Evaluation and Selection of High-Temperature Fixed-Point Cells for Thermodynamic Temperature Assignment","year":2015,"lang":"en","type":"article","venue":"International Journal of Thermophysics","topic":"Calibration and Measurement Techniques","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Eutectic system; Fixed point; Metrology; Thermodynamics; Physics; Materials science; Combinatorics; Mathematics; Chemistry; Crystallography; 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":[0.0005284466,0.00009150742,0.0001312446,0.00008425142,0.00001299303,0.00004120489,0.0001156082,0.00006280222,0.00001406499],"category_scores_gemma":[0.00003376334,0.00007751137,0.00006512927,0.0000521129,0.00001395123,0.0002236739,0.00001001366,0.0001148782,4.252457e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002019282,"about_ca_system_score_gemma":0.00007605628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002581043,"about_ca_topic_score_gemma":0.00000227285,"domain_scores_codex":[0.99899,0.00003986825,0.0002563632,0.00006217974,0.0005915982,0.00005998631],"domain_scores_gemma":[0.9986017,0.00002434297,0.0001503019,0.00004506022,0.001134689,0.00004386837],"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":[0.00006579391,0.00004414193,0.00001196034,0.00001131448,0.000182046,5.548484e-7,0.000195402,0.01075519,0.9777883,0.0006836856,0.002339154,0.007922468],"study_design_scores_gemma":[0.001231299,0.0002144993,0.0004174059,0.00009596997,0.00008820026,0.00001837733,0.00009328184,0.0309406,0.9564837,0.009956789,0.0003388043,0.0001210481],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852163,0.0001704375,0.01275159,0.0002484444,0.001061291,0.0002650908,0.00002686932,0.0000379577,0.0002219786],"genre_scores_gemma":[0.9980145,0.00005076039,0.001510434,0.00004421594,0.0003231936,0.000009823792,0.000009387832,0.00001722057,0.00002050087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02130457,"threshold_uncertainty_score":0.3160822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01710253098758724,"score_gpt":0.2594076835001301,"score_spread":0.2423051525125429,"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."}}