{"id":"W4318473368","doi":"10.1142/s2251171722400013","title":"Astrometric and Photometric Standard Candidates for the Upcoming 4-m International Liquid Mirror Telescope Survey","year":2022,"lang":"en","type":"article","venue":"Journal of Astronomical Instrumentation","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Lawrence Berkeley National Laboratory; Planetary Science Division; Smithsonian Astrophysical Observatory; University of Colorado Boulder; Instituto de Astrofísica de Canarias; Office of Science; Max-Planck-Institut für Astronomie; Max-Planck-Institut für Astrophysik; Eötvös Loránd Tudományegyetem; National Central University; Ministério da Ciência, Tecnologia e Inovação; Queen's University; Victoria University; Gordon and Betty Moore Foundation; Queen's University Belfast; University of Oxford; Natural Sciences and Engineering Research Council of Canada; Durham University; York University; Universidad Nacional Autónoma de México; Space Telescope Science Institute; Leibniz-Gemeinschaft; University of Notre Dame; Carnegie Mellon University; Los Alamos National Laboratory; University of Washington; European Space Agency; Alfred P. Sloan Foundation; Johns Hopkins University; Carnegie Institution of Washington; University of Utah; Ohio State University; U.S. Department of Energy; Smithsonian Institution; National Aeronautics and Space Administration; New Mexico State University; University of Portsmouth; Vanderbilt University; Science Mission Directorate; University of Toronto; Yale University; National Science Foundation","keywords":"Physics; Declination; Sky; Telescope; Parallax; Astrometry; Astronomy; Calibration; Right ascension; Galaxy; Astrophysics; Computer graphics (images); Computer science; Stars","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006945849,0.0001075376,0.0002052289,0.0002899646,0.0002847531,0.00008302982,0.0001863775,0.00001110986,0.000493329],"category_scores_gemma":[0.00005233171,0.00008392314,0.0000871259,0.0002430571,0.00004439195,0.0001648155,0.00008350713,0.0001915939,0.000001075519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001218596,"about_ca_system_score_gemma":0.00006836565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002478003,"about_ca_topic_score_gemma":0.000009428149,"domain_scores_codex":[0.999,0.00007965325,0.0003999861,0.0001160096,0.0002503354,0.0001540886],"domain_scores_gemma":[0.9986109,0.0007469059,0.0004266053,0.00006124956,0.00009857209,0.00005579388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009989863,0.00004374616,0.9763309,0.000002436677,0.0003270031,2.147425e-7,0.0001545119,0.0002401835,0.00005980614,0.00003813679,0.0006108388,0.02119325],"study_design_scores_gemma":[0.001908299,0.000801203,0.9910352,0.00000552289,0.00009257839,0.000007901197,0.001068196,0.0006131442,0.0006825694,0.00004364058,0.003645227,0.0000965721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939451,0.0001451225,0.004204453,0.0002782167,0.0008733502,0.000188132,0.000160203,0.000002597825,0.0002027832],"genre_scores_gemma":[0.9969772,0.00001373416,0.002648777,0.00002465584,0.0001971155,0.00001687312,0.00006658203,0.000009431757,0.00004566309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02109667,"threshold_uncertainty_score":0.5401607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02129691809792291,"score_gpt":0.2761945059228838,"score_spread":0.2548975878249609,"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."}}