{"id":"W4288289868","doi":"10.1051/0004-6361/201935600","title":"Transit least-squares survey","year":2019,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Los Alamos National Laboratory; Planetary Science Division; Science Mission Directorate; Queen's University; Smithsonian Astrophysical Observatory; Max-Planck-Institut für Astronomie; International Max Planck Research School for Environmental, Cellular and Molecular Microbiology; Space Telescope Science Institute; Georg-August-Universität Göttingen; University of Edinburgh; Johns Hopkins University; Queen's University Belfast; National Science Foundation; European Space Agency; National Aeronautics and Space Administration; Eötvös Loránd Tudományegyetem; California Institute of Technology; National Central University; Gordon and Betty Moore Foundation; Durham University; Smithsonian Institution","keywords":"Planet; Transit (satellite); Earth radius; RADIUS; Physics; Astrophysics; Stars; Exoplanet; Planetary system; Astronomy; Computer science","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":[0.0008488973,0.000583237,0.0004663391,0.001927204,0.000567904,0.0006445386,0.0007449194,0.0003709377,0.01084811],"category_scores_gemma":[0.002490363,0.0002779493,0.0004590153,0.002179312,0.0001775901,0.0006218724,0.001025755,0.0004947673,0.01296181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004260555,"about_ca_system_score_gemma":0.0009295607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01110057,"about_ca_topic_score_gemma":0.0118837,"domain_scores_codex":[0.9989921,0.0001239997,0.00006314133,0.0004177987,0.0002658329,0.0001371611],"domain_scores_gemma":[0.9977766,0.000193941,0.0003530377,0.0005138251,0.0009804416,0.0001822081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006239349,0.0002800017,0.5743047,0.0004432441,0.0004486057,0.0005517451,0.000843015,0.005686109,0.02620288,0.002849478,0.1257452,0.262021],"study_design_scores_gemma":[0.0001081318,0.0004345491,0.613624,0.0000700624,0.0001669686,0.00138542,0.0007625112,0.03633465,0.01391063,0.001862022,0.3312545,0.0000865586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6907653,0.001089169,0.08670837,0.0005287759,0.0001875547,0.0003980337,0.1683784,0.01260209,0.03934228],"genre_scores_gemma":[0.6509345,0.0004119473,0.06031249,0.0003570231,0.0001173386,0.0002754864,0.2588482,0.001592601,0.02715039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01110057,"threshold_uncertainty_score":0.03629053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009587212646494104,"score_gpt":0.2008401925581237,"score_spread":0.1912529799116296,"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."}}