{"id":"W2012915235","doi":"10.1093/mnras/stu2678","title":"On the variation of Fourier parameters for Galactic and LMC Cepheids at optical, near-infrared and mid-infrared wavelengths","year":2015,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Council; Council of Scientific and Industrial Research, India; Deutsche Forschungsgemeinschaft; Munich Institute for Astro- and Particle Physics; McMaster University; National Aeronautics and Space Administration; National Science Foundation","keywords":"Cepheid variable; Physics; Light curve; Astrophysics; Wavelength; Amplitude; Infrared; Large Magellanic Cloud; Galaxy; Metallicity; Fourier transform; Astronomy; Optics; Stars","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002826421,0.0002447582,0.0001766783,0.002658081,0.0002376822,0.0003820857,0.0002138967,0.000187115,0.0005320406],"category_scores_gemma":[0.001992992,0.00009614357,0.000248874,0.001560348,0.0002041708,0.0003242788,0.0001932425,0.0002088224,0.0001821124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003325643,"about_ca_system_score_gemma":0.0001150329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002775716,"about_ca_topic_score_gemma":0.003287314,"domain_scores_codex":[0.9998738,0.00002051896,0.000008487074,0.00004358902,0.00003572476,0.00001784371],"domain_scores_gemma":[0.9988419,0.0005029706,0.0003078316,0.000109718,0.0001749314,0.00006266373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002532268,0.00005403608,0.8279668,0.0001477868,0.0001299748,0.0002821108,0.0006193781,0.0164687,0.06523595,0.001618106,0.0006126849,0.08661133],"study_design_scores_gemma":[0.000005157471,0.00002982962,0.9760034,0.000008226546,0.00002011244,0.0002490803,0.00008284314,0.01715982,0.004913947,0.0004228826,0.00108593,0.00001876542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957653,0.0001626448,0.002623457,0.00001184816,0.000002989873,0.000005844945,0.0006270962,0.00005120249,0.0007495285],"genre_scores_gemma":[0.9952136,0.00008578114,0.003217422,0.000004014024,0.000006627316,0.000005856087,0.001348496,0.00003162234,0.00008645953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002775716,"threshold_uncertainty_score":0.005519152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01492262090373717,"score_gpt":0.2116301145796406,"score_spread":0.1967074936759035,"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."}}