{"id":"W4381199781","doi":"10.2139/ssrn.4483757","title":"Practical Ring-Resonator Thermometer with an Uncertainty of 10 Mk","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Calibration and Measurement Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Thermometer; Resonator; Ring (chemistry); Electrical engineering; Physics; Acoustics; Materials science; Thermodynamics; Engineering; Chemistry","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001300049,0.0002475248,0.0003026595,0.0002099622,0.00004381146,0.00007119822,0.0002556911,0.0002148687,0.0001108853],"category_scores_gemma":[0.00005040472,0.0002012209,0.0001223556,0.0001255688,0.00003771768,0.0001496484,0.00006286002,0.002983072,0.00001232105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006905904,"about_ca_system_score_gemma":0.001404331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003462398,"about_ca_topic_score_gemma":0.00064406,"domain_scores_codex":[0.997887,0.00008293547,0.0003509955,0.0002062011,0.0004508338,0.001022061],"domain_scores_gemma":[0.999267,0.0000382047,0.000148186,0.000307227,0.0001347515,0.0001045913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00415353,0.0021768,0.003879424,0.002997179,0.01787169,0.0003513173,0.003566921,0.1759265,0.06693617,0.5236813,0.04179047,0.1566687],"study_design_scores_gemma":[0.006914331,0.008601374,0.002658468,0.002727711,0.00177121,0.002613159,0.004226561,0.1908529,0.05778179,0.6675363,0.04838054,0.005935623],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3877551,0.002598319,0.5948939,0.002127496,0.001473765,0.001540688,0.00006309366,0.003597266,0.00595028],"genre_scores_gemma":[0.9952841,0.00180114,0.001637075,0.00002320813,0.0002851636,0.00003281005,0.00002626423,0.0001131732,0.0007970736],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6075289,"threshold_uncertainty_score":0.9993171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03798715124987863,"score_gpt":0.2902932992450916,"score_spread":0.252306147995213,"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."}}