{"id":"W4288603027","doi":"10.1051/0004-6361/201834400","title":"Flares in open clusters with K2","year":2018,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Los Alamos National Laboratory; Planetary Science Division; Science Mission Directorate; Smithsonian Astrophysical Observatory; Max-Planck-Institut für Astronomie; Space Telescope Science Institute; Queen's University; University of Edinburgh; Johns Hopkins University; Queen's University Belfast; National Aeronautics and Space Administration; Eötvös Loránd Tudományegyetem; California Institute of Technology; National Central University; Gordon and Betty Moore Foundation; Durham University; Smithsonian Institution; National Science Foundation","keywords":"Astrophysics; Flare; Physics; Stars; Metallicity; Open cluster; Light curve; Astronomy; Flare star; Photometry (optics); Star cluster","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":[0.000515515,0.0003960652,0.0002188255,0.001246164,0.0005955694,0.0007956082,0.0004889845,0.000280114,0.001349355],"category_scores_gemma":[0.002135384,0.0001978036,0.0003082405,0.001761028,0.0003078516,0.0005371525,0.001198296,0.000233873,0.0004593252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006945523,"about_ca_system_score_gemma":0.000335323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01906802,"about_ca_topic_score_gemma":0.02575137,"domain_scores_codex":[0.9994789,0.00003004321,0.00002167014,0.0002416284,0.00009522651,0.0001325829],"domain_scores_gemma":[0.9987472,0.0002356809,0.0004024306,0.0002127531,0.0001741452,0.0002276866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007264621,0.00007028817,0.9618405,0.0001064713,0.0001263501,0.0004805783,0.0009055688,0.005429365,0.01004849,0.0004608484,0.002696418,0.01710865],"study_design_scores_gemma":[0.0000221232,0.0000599848,0.9821071,0.00001344207,0.00004340627,0.0002662935,0.0004947014,0.01048224,0.003203169,0.0003551568,0.002928266,0.00002413159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965348,0.00004736047,0.0007168722,0.00002484354,0.000004235605,0.00002037269,0.001509386,0.0003011453,0.000840946],"genre_scores_gemma":[0.9918988,0.00002252997,0.002280784,0.0000185586,0.000006344879,0.00001773864,0.005295438,0.00006512808,0.0003947463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01906802,"threshold_uncertainty_score":0.03791404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009447938589238562,"score_gpt":0.219647274285956,"score_spread":0.2101993356967175,"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."}}