{"id":"W1973500133","doi":"10.1088/0004-637x/743/2/143","title":"TESTING SCALING RELATIONS FOR SOLAR-LIKE OSCILLATIONS FROM THE MAIN SEQUENCE TO RED GIANTS USING<i>KEPLER</i>DATA","year":2011,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":408,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Science and Technology Facilities Council","keywords":"Physics; Astrophysics; Amplitude; Stars; Scaling; Subgiant; Oscillation (cell signaling); Hertzsprung–Russell diagram; Instability strip; Asteroseismology; Main sequence; Astronomy; Stellar evolution; Cepheid variable; Geometry","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003037998,0.000169644,0.0001945012,0.0000208017,0.00135772,0.0001252141,0.0006738782,0.00002243663,0.0001065796],"category_scores_gemma":[0.0001391513,0.0001018792,0.00009668299,0.0002003922,0.00010523,0.0001919963,0.0002107058,0.0003562269,0.00004405376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002596299,"about_ca_system_score_gemma":0.00009994321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005820838,"about_ca_topic_score_gemma":0.000008528778,"domain_scores_codex":[0.9987677,0.0001165294,0.0003010754,0.0002386063,0.0002235397,0.0003525741],"domain_scores_gemma":[0.9980457,0.0009925672,0.0001982479,0.0005236863,0.000124643,0.0001150897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002360647,0.0002696468,0.9192778,0.000004293643,0.0009575308,0.000009231791,0.00629896,0.006113893,0.01145872,0.001902025,0.01329792,0.04017387],"study_design_scores_gemma":[0.0007619931,0.0001270135,0.9345344,0.0001187659,0.0005098457,0.0000277063,0.001732231,0.03808418,0.0001580612,0.02229488,0.001297063,0.0003538589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6320242,0.00006024402,0.3609407,0.001830996,0.0008356185,0.0006167345,0.0006117762,0.00003519127,0.003044548],"genre_scores_gemma":[0.9315716,9.698227e-7,0.06627811,0.0001543798,0.001867636,0.000006329731,0.00004455007,0.00001937093,0.00005706594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2995473,"threshold_uncertainty_score":0.9999424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.133930604359882,"score_gpt":0.2887150269332562,"score_spread":0.1547844225733742,"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."}}