{"id":"W2046900054","doi":"10.1088/0004-637x/739/1/13","title":"AN ASTEROSEISMIC MEMBERSHIP STUDY OF THE RED GIANTS IN THREE OPEN CLUSTERS OBSERVED BY<i>KEPLER</i>: NGC 6791, NGC 6819, AND NGC 6811","year":2011,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of British Columbia","funders":"Science and Technology Facilities Council","keywords":"Physics; Asteroseismology; Astrophysics; Stars; Open cluster; Photometry (optics); Kepler; Astronomy; Star cluster; Blue straggler; Red clump; Milky Way","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":[],"consensus_categories":[],"category_scores_codex":[0.0004288388,0.0003085856,0.0005267938,0.00003819709,0.0003916176,0.0001573722,0.001253974,0.00003873364,0.0001392725],"category_scores_gemma":[0.0000119666,0.0001793913,0.0001183049,0.0002008666,0.0002236888,0.0003330179,0.0004363201,0.0006482952,0.000008248451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002195204,"about_ca_system_score_gemma":0.00004766042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001753362,"about_ca_topic_score_gemma":0.0001930064,"domain_scores_codex":[0.9978539,0.0004839838,0.0005079162,0.0003202292,0.0003822306,0.0004517626],"domain_scores_gemma":[0.998647,0.0001594925,0.0003957432,0.0005741763,0.00006988091,0.000153761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000504326,0.00116731,0.9849561,0.000006117752,0.0003532132,0.000007028317,0.006455608,0.0001378388,0.0006983313,0.0001349329,0.0006183177,0.004960807],"study_design_scores_gemma":[0.002732013,0.0008182363,0.9871349,0.00005626801,0.0001627566,0.00001014553,0.005236221,0.0007584327,0.0002456412,0.00259034,0.0000405644,0.0002145307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996027,0.0000484962,0.0002652032,0.0003152969,0.0002693924,0.0005942082,0.00001386704,0.000006865418,0.002459669],"genre_scores_gemma":[0.999297,0.000005929029,0.0001738806,0.0001099792,0.0002844954,0.00001401512,0.000004241833,0.00002748278,0.00008295936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004746276,"threshold_uncertainty_score":0.7315366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05728082762986942,"score_gpt":0.2507250402790155,"score_spread":0.1934442126491461,"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."}}