{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006202633,0.0004058664,0.0004005956,0.00172842,0.0005478768,0.0005615769,0.0004024672,0.0002873503,0.0008890087],"category_scores_gemma":[0.001466641,0.0002246028,0.0005598086,0.001767748,0.0002076363,0.0004203287,0.0009576675,0.0002837889,0.0006094167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002682272,"about_ca_system_score_gemma":0.0003288845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00373928,"about_ca_topic_score_gemma":0.005898988,"domain_scores_codex":[0.9996002,0.00005899975,0.00003564442,0.0001757335,0.00008800541,0.00004132302],"domain_scores_gemma":[0.9989304,0.0001322552,0.0002416163,0.0003930829,0.0001832648,0.0001193203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005153951,0.0003563582,0.7592883,0.0001074765,0.0002828233,0.0003091551,0.0006089155,0.02458976,0.07892449,0.0004878005,0.002886907,0.1316426],"study_design_scores_gemma":[0.00005689354,0.0002509303,0.9328269,0.00001098247,0.00006447934,0.0003911922,0.0002060995,0.04139332,0.01873771,0.000414472,0.005616345,0.00003074464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808931,0.0001026827,0.01386209,0.00002286946,0.000005741292,0.00005179907,0.002595437,0.0007294586,0.001736831],"genre_scores_gemma":[0.9606666,0.00007229325,0.02502115,0.00003236628,0.00001261599,0.00006404889,0.01338412,0.0002034332,0.0005432965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00373928,"threshold_uncertainty_score":0.007435024,"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."}}