{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001796518,0.0001556196,0.0001750045,0.001547014,0.0008923124,0.0004386701,0.0002300305,0.0003338617,0.001913572],"category_scores_gemma":[0.0004473233,0.0001371009,0.0001418374,0.001113167,0.00036632,0.0003315797,0.000702708,0.0002241931,0.0003842027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003307097,"about_ca_system_score_gemma":0.0002162115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02050096,"about_ca_topic_score_gemma":0.04119056,"domain_scores_codex":[0.9998988,0.00001237441,0.000006136388,0.00003154192,0.00001679637,0.00003435461],"domain_scores_gemma":[0.9993865,0.00008414489,0.0001522589,0.00003563299,0.0001151583,0.0002261372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000159606,0.00006193843,0.9884077,0.000008294757,0.00001810394,0.0001951502,0.002137751,0.00005963353,0.005988326,0.00009857585,0.0002084035,0.002656579],"study_design_scores_gemma":[0.000002275916,0.00001490738,0.9986647,0.000001368831,0.000006681995,0.00008574089,0.0008829374,0.0000511304,0.0001155005,0.00001420031,0.0001592246,0.000001384892],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996977,0.000009692204,0.00001455725,0.00000743629,5.054295e-7,9.679295e-7,0.00005978798,8.314905e-7,0.0002084987],"genre_scores_gemma":[0.999271,0.00001407672,0.00003284772,0.000007044637,0.000002108803,0.000001753424,0.0002887562,0.000001754144,0.0003806093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02050096,"threshold_uncertainty_score":0.04076326,"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."}}