{"id":"W2131495488","doi":"10.1086/323719","title":"Variable Stars in Galactic Globular Clusters","year":2001,"lang":"en","type":"article","venue":"The Astronomical Journal","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":443,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Toronto","funders":"","keywords":"RR Lyrae variable; Cepheid variable; Globular cluster; Physics; Astrophysics; Variable star; Astronomy; Instability strip; Population; Horizontal branch; Stars; Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038445,0.0001598427,0.0002260484,0.00005011422,0.0002008524,0.00009710078,0.0002731955,0.00002651921,0.001272385],"category_scores_gemma":[0.00001074237,0.0001121604,0.00008974902,0.0001075945,0.00007497645,0.0001331815,0.00006536088,0.0004906112,0.0001238848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006741333,"about_ca_system_score_gemma":0.00006618213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002540608,"about_ca_topic_score_gemma":0.000009905411,"domain_scores_codex":[0.9988502,0.0001118935,0.0003079822,0.0001485554,0.0001420944,0.0004393328],"domain_scores_gemma":[0.999367,0.0001913116,0.0001217199,0.0001831776,0.00002321771,0.0001135549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009947118,0.00006103946,0.9910142,9.069936e-7,0.0001069097,0.000003678702,0.0001538865,0.003576388,0.00001249712,0.0005632719,0.001445414,0.002962371],"study_design_scores_gemma":[0.001146023,0.00005983493,0.9851595,0.00002049443,0.00006462937,0.00005500403,0.0006530984,0.00118581,0.00001323265,0.002579926,0.008890891,0.0001715519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9623629,0.0001497702,0.005701263,0.001021375,0.0004431049,0.0001103728,0.000002283987,0.000009526114,0.03019938],"genre_scores_gemma":[0.9976241,0.00001028726,0.001196456,0.00007003697,0.0008172367,0.000003311056,0.000004861112,0.00001238954,0.0002613311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03526117,"threshold_uncertainty_score":0.9996406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0102230691526844,"score_gpt":0.2190737445328326,"score_spread":0.2088506753801482,"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."}}