{"id":"W3117367066","doi":"10.3847/1538-4357/abdf48","title":"RR Lyrae Variables in Messier 53: Near-infrared Period–Luminosity Relations and the Calibration Using Gaia Early Data Release 3","year":2021,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"RR Lyrae variable; Globular cluster; Cepheid variable; Parallax; Variable star; Stars; Homogeneous; Calibration","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004270825,0.0003183326,0.0003027303,0.001720999,0.0002214016,0.0005840943,0.0003192082,0.0001622047,0.002310021],"category_scores_gemma":[0.0009340985,0.0001186779,0.0002973616,0.001034695,0.0002076293,0.0002556225,0.0004750209,0.0002308804,0.001384395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009600542,"about_ca_system_score_gemma":0.0001451831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05241602,"about_ca_topic_score_gemma":0.07386734,"domain_scores_codex":[0.9997787,0.00002248173,0.00001552097,0.0001014873,0.00004191214,0.00003989569],"domain_scores_gemma":[0.9994568,0.0000615151,0.0002440441,0.0001161143,0.0000631141,0.00005842992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003775001,0.00002094945,0.9200327,0.00008221032,0.0001432479,0.0002528079,0.0007150793,0.002984969,0.01487133,0.0009800184,0.005950854,0.05358829],"study_design_scores_gemma":[0.000008473263,0.00001285298,0.9938921,0.000009641535,0.00001542043,0.00003273675,0.00004248,0.000873238,0.0009242814,0.00005818806,0.004124694,0.000005803009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852884,0.0006330147,0.001846088,0.0001056556,0.00001201991,0.00003792109,0.00561914,0.0004422053,0.006015507],"genre_scores_gemma":[0.989677,0.0001810756,0.00228889,0.00005843216,0.00002362445,0.00004226904,0.006450516,0.00009260748,0.001185688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05241602,"threshold_uncertainty_score":0.1042219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01822220019376431,"score_gpt":0.232249284142611,"score_spread":0.2140270839488467,"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."}}