{"id":"W3154615123","doi":"10.1093/mnras/stab2045","title":"Binary central stars of planetary nebulae identified with <i>Kepler</i>/<i>K2</i>","year":2021,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Planetary Science Division; Science Mission Directorate; Smithsonian Astrophysical Observatory; Max-Planck-Institut für Astronomie; Queen's University; Federación Española de Enfermedades Raras; Agencia Estatal de Investigación; Macquarie University; Space Telescope Science Institute; Queen's University Belfast; National Central University; Ministerio de Ciencia, Innovación y Universidades; Durham University; Smithsonian Institution; University of Maryland; National Aeronautics and Space Administration; European Regional Development Fund; Eötvös Loránd Tudományegyetem; European Commission; California Institute of Technology; University of Edinburgh; Johns Hopkins University; National Science Foundation","keywords":"Physics; Planetary nebula; Astrophysics; Stars; Bulge; Light curve; Astronomy; Binary number; Binary star; Variable star; Nebula; Kepler","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":[0.0006208718,0.0002607367,0.0002706564,0.001699877,0.0004169116,0.0008503753,0.0002373136,0.0001862135,0.002320604],"category_scores_gemma":[0.001327948,0.0001919299,0.0001754298,0.0009600922,0.0002466857,0.0006050784,0.0008447096,0.0001849758,0.0005746106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002772372,"about_ca_system_score_gemma":0.0001762127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001352823,"about_ca_topic_score_gemma":0.003123003,"domain_scores_codex":[0.9995441,0.00006105557,0.0000441095,0.0001381499,0.0001161642,0.00009646268],"domain_scores_gemma":[0.9983472,0.000327107,0.0005734148,0.0002240235,0.0002774432,0.0002509346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001990147,0.0000285184,0.9874009,0.00003353646,0.00003109964,0.0001017707,0.00007751773,0.0002270917,0.005819079,0.00007337474,0.0002433194,0.005764612],"study_design_scores_gemma":[0.000003944571,0.00003547174,0.9959545,0.000006001689,0.00001086307,0.0002630259,0.00006552803,0.0004181649,0.002411778,0.00002887013,0.0007986433,0.000003159307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966852,0.0001226367,0.0003590601,0.00001143191,0.000002945323,0.000007353241,0.0006334581,0.00002338679,0.002154453],"genre_scores_gemma":[0.9978409,0.0000464835,0.0004956568,0.00000998122,0.000006402062,0.00000501359,0.001339021,0.000008873519,0.0002477067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002320604,"threshold_uncertainty_score":0.007763267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007068536114076566,"score_gpt":0.1858306913504511,"score_spread":0.1787621552363745,"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."}}