{"id":"W4361193798","doi":"10.48550/arxiv.2303.15008","title":"Fundamental effective temperature measurements for eclipsing binary stars -- IV. Selection of new benchmark stars and first results for HD 22064","year":2023,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; Instituto de Astrofísica de Canarias; Office of Science; Max-Planck-Institut für Astronomie; Science and Technology Facilities Council; University of Colorado Boulder; Aarhus Universitet; Turun Yliopisto; Max-Planck-Institut für Astrophysik; Háskóli Íslands; Universitetet i Oslo; York University; Universidad Nacional Autónoma de México; Space Telescope Science Institute; Leibniz-Gemeinschaft; University of Notre Dame; Carnegie Mellon University; Alfred P. Sloan Foundation; University of Washington; Johns Hopkins University; Carnegie Institution of Washington; University of Utah; Ohio State University; U.S. Department of Energy; Smithsonian Institution; New Mexico State University; Stockholms Universitet; University of Portsmouth; Vanderbilt University; Science Mission Directorate; Yale University; Ministério da Ciência, Tecnologia e Inovação; National Aeronautics and Space Administration","keywords":"Physics; Astrophysics; Stars; Light curve; Star (game theory); Parallax; Asteroseismology; Effective temperature; Stellar classification; Starspot; Binary number; Binary star; Astronomy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007001271,0.0004938448,0.000486898,0.001780165,0.0006054522,0.0008205922,0.000487952,0.0002961183,0.0008764546],"category_scores_gemma":[0.001004165,0.0001999326,0.0002810318,0.0009156527,0.0002333077,0.0005739207,0.0008727591,0.0004230197,0.0006551414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009483226,"about_ca_system_score_gemma":0.0001508683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003362697,"about_ca_topic_score_gemma":0.004209819,"domain_scores_codex":[0.9996853,0.00004304055,0.00002414681,0.00008271904,0.000097633,0.00006717358],"domain_scores_gemma":[0.9993089,0.000075266,0.0001070728,0.00009624199,0.0002254444,0.0001871206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001217343,0.0006220241,0.7042129,0.0003047634,0.0001395274,0.0002391344,0.0005680707,0.00765402,0.1915521,0.003123821,0.003070746,0.08729557],"study_design_scores_gemma":[0.0001019272,0.001008418,0.8962915,0.00002939674,0.00004806578,0.0003836876,0.0001889051,0.01393965,0.07936855,0.001376244,0.00721813,0.0000455767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883069,0.0006322621,0.003281378,0.00004013829,0.00001024778,0.00005289611,0.002814723,0.0002034169,0.004657929],"genre_scores_gemma":[0.9839026,0.000194934,0.004902058,0.00001527632,0.00002021818,0.000053812,0.009771324,0.00003969529,0.001100197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003362697,"threshold_uncertainty_score":0.006880581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07457275348660779,"score_gpt":0.2164133208287634,"score_spread":0.1418405673421557,"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."}}