{"id":"W2020670657","doi":"10.1088/0004-637x/749/2/152","title":"A UNIFORM ASTEROSEISMIC ANALYSIS OF 22 SOLAR-TYPE STARS OBSERVED BY<i>KEPLER</i>","year":2012,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":198,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Space Agency","funders":"Science and Technology Facilities Council","keywords":"Asteroseismology; Oscillation (cell signaling); Stars; RADIUS; Exoplanet; Spitzer Space Telescope; Stellar mass; Sample (material); Stellar structure","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":[0.0002523694,0.0002177382,0.0004960477,0.00007046055,0.0002579245,0.00005672381,0.0003408348,0.000027984,0.0004627098],"category_scores_gemma":[0.000009253752,0.0001395596,0.0003685416,0.0005092449,0.0001324813,0.000202918,0.00008993554,0.0004154444,0.00004841774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002265092,"about_ca_system_score_gemma":0.00003470955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001377199,"about_ca_topic_score_gemma":0.000001307925,"domain_scores_codex":[0.9984945,0.0001264272,0.0003741321,0.0001305612,0.0003721843,0.0005022082],"domain_scores_gemma":[0.9988869,0.0002060042,0.0003218293,0.0002924667,0.0001128709,0.000179941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001386203,0.0003632142,0.977771,0.000004369008,0.00421336,0.000001021362,0.0008219033,0.0006224803,0.004193872,0.000530756,0.004417766,0.006921583],"study_design_scores_gemma":[0.0006547868,0.0002379885,0.9901181,0.00001538306,0.002606675,0.000005438428,0.000686017,0.001227763,0.001270554,0.0004259651,0.002498759,0.0002525166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911387,0.0002388247,0.00590088,0.0001712865,0.0003412739,0.00008168857,0.00003832413,0.000009404706,0.00207965],"genre_scores_gemma":[0.9983572,0.00002020489,0.0004889506,0.00009068911,0.0007367237,0.000001874167,0.00004699929,0.00001589535,0.0002414064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0123471,"threshold_uncertainty_score":0.5691075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02008111315695379,"score_gpt":0.2306313224223336,"score_spread":0.2105502092653798,"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."}}