{"id":"W4297569327","doi":"10.48550/arxiv.1604.07763","title":"Galactic Archaeology with asteroseismology and spectroscopy: Red giants observed by CoRoT and APOGEE","year":2016,"lang":"en","type":"preprint","venue":"Americanae (AECID Library)","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Brookhaven National Laboratory; Office of Science; Lawrence Berkeley National Laboratory; Financiadora de Estudos e Projetos; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Ministerio de Economía y Competitividad; Agence Nationale de la Recherche; York University; Joint Institute for Nuclear Astrophysics - Center for the Evolution of the Elements; Carnegie Mellon University; College of Engineering, Michigan State University; Princeton University; Alfred P. Sloan Foundation; University of Washington; Johns Hopkins University; Magyar Tudományos Akadémia; Harvard University; Ohio State University; New Mexico State University; University of Portsmouth; Yale University; Vanderbilt University; National Science Foundation; National Aeronautics and Space Administration; Centre National d’Etudes Spatiales; U.S. Department of Energy","keywords":"Asteroseismology; Astronomy; Spectroscopy; Archaeology; Geology; Physics; Stars; Geography","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":[0.0006925823,0.0003445356,0.0003155954,0.001919985,0.0002419704,0.0007319535,0.000319943,0.0002539587,0.0007086374],"category_scores_gemma":[0.001476583,0.0001491742,0.0002786354,0.002452078,0.0003583627,0.0004025572,0.00117059,0.0001671877,0.0003854307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004209035,"about_ca_system_score_gemma":0.0002955606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01752285,"about_ca_topic_score_gemma":0.02726243,"domain_scores_codex":[0.9995982,0.00006366672,0.00002183613,0.000130304,0.0001043727,0.00008164933],"domain_scores_gemma":[0.9987215,0.00009915543,0.0003610472,0.0004511955,0.0001890433,0.0001778808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002021996,0.00003621239,0.9784397,0.00004226101,0.00009522494,0.0002425484,0.0003303835,0.001314022,0.005394958,0.000264728,0.00162142,0.01201627],"study_design_scores_gemma":[0.00001141102,0.00001028619,0.9938005,0.000007375059,0.00001792551,0.000172816,0.0001244192,0.001585062,0.0007659621,0.0001184881,0.003380363,0.000005525698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956475,0.0002049641,0.0004742802,0.00004942367,0.000005016549,0.000005381597,0.002312765,0.0000833125,0.001217302],"genre_scores_gemma":[0.992669,0.0001036584,0.001205333,0.00003024168,0.0000125927,0.000004085181,0.005561587,0.00004389585,0.0003696982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01752285,"threshold_uncertainty_score":0.03484172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01108775061754779,"score_gpt":0.2066388405911115,"score_spread":0.1955510899735637,"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."}}