{"id":"W4413450674","doi":"10.1093/mnras/staf1377","title":"Age dependence of Lyα escape fraction of Lyα emitters and their significant role in cosmic reionization","year":2025,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"T-cell and B-cell Immunology","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Planetary Science Division; Japan Society for the Promotion of Science; Science Mission Directorate; Smithsonian Astrophysical Observatory; Max-Planck-Institut für Astronomie; Toray Science Foundation; National Research Foundation; High Energy Accelerator Research Organization; Max-Planck-Gesellschaft; Ministry of Education, Culture, Sports, Science and Technology; Queen's University; Cabinet Office, Government of Japan; Eötvös Loránd Tudományegyetem; Academia Sinica; National Astronomical Observatory of Japan; National Aeronautics and Space Administration; Danmarks Grundforskningsfond; Space Telescope Science Institute; Los Alamos National Laboratory; Johns Hopkins University; Princeton University; National Central University; Gordon and Betty Moore Foundation; Queen's University Belfast; Durham University; Japan Science and Technology Agency; Smithsonian Institution; National Science Foundation","keywords":"Physics; Reionization; COSMIC cancer database; Astrophysics; Dark Ages; Cosmic ray; Astronomy; Redshift; Galaxy","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":[0.0004414473,0.0001978632,0.0001666855,0.0006394275,0.0001240161,0.0004716747,0.0001611103,0.0002019855,0.001408618],"category_scores_gemma":[0.001338556,0.00009736986,0.0002124761,0.0002445236,0.0001280848,0.0003852722,0.0002800729,0.0002394779,0.0004969654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001497633,"about_ca_system_score_gemma":0.00005360858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001364411,"about_ca_topic_score_gemma":0.001723812,"domain_scores_codex":[0.9998807,0.00001112319,0.000006552546,0.00004904115,0.00001852225,0.00003411627],"domain_scores_gemma":[0.998908,0.0002707798,0.0004109215,0.0001131684,0.0001548893,0.0001421146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007365518,0.00001258355,0.9832692,0.00001036353,0.00003391767,0.00008746543,0.00009410207,0.000723183,0.01081738,0.000121537,0.00009749661,0.004658939],"study_design_scores_gemma":[0.000001279816,0.00001903539,0.9954901,0.000003756714,0.0000107411,0.0001579095,0.00005315359,0.001593527,0.002200305,0.00007214947,0.0003944857,0.000003646803],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985119,0.0001454079,0.0004247618,0.00000889201,0.000001169398,0.00000169695,0.0003049876,0.00001774956,0.0005833957],"genre_scores_gemma":[0.9987141,0.00006006979,0.0001575008,0.000007292555,0.000003283522,0.000002131959,0.0006041157,0.00001158492,0.0004398664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001408618,"threshold_uncertainty_score":0.004712284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005017063403167759,"score_gpt":0.1905406662743807,"score_spread":0.185523602871213,"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."}}