{"id":"W4392425887","doi":"10.1051/0004-6361/202348159","title":"Fires in the deep : The luminosity distribution of early-time gamma-ray-burst afterglows in light of the Gamow Explorer sensitivity requirements","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Gamma-ray bursts and supernovae","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Brookhaven National Laboratory; Planetary Science Division; Smithsonian Astrophysical Observatory; Instituto de Astrofísica de Canarias; Office of Science; Max-Planck-Institut für Astronomie; Lawrence Berkeley National Laboratory; Ministry of Science and ICT, South Korea; Eötvös Loránd Tudományegyetem; National Central University; National Research Foundation of Korea; Gordon and Betty Moore Foundation; Queen's University Belfast; Durham University; York University; Banco Bilbao Vizcaya Argentaria; Korea Astronomy and Space Science Institute; Space Telescope Science Institute; National Research Foundation; Ohio State University; University of Texas at Austin; Carnegie Mellon University; University of Arizona; Los Alamos National Laboratory; College of Engineering, Michigan State University; University of Washington; Princeton University; Alfred P. Sloan Foundation; Johns Hopkins University; Instituto de Astrofísica de Andalucía; Queen's University; Harvard University; Ministerio de Economía y Competitividad; University of Leicester; U.S. Department of Energy; Smithsonian Institution; National Aeronautics and Space Administration; New Mexico State University; University of Portsmouth; Vanderbilt University; Science Mission Directorate; Yale University; Fundación BBVA; National Science Foundation","keywords":"Physics; Gamma-ray burst; Redshift; Astrophysics; Luminosity; Galaxy; Light curve; Astronomy; Brightness; Afterglow; James Webb Space Telescope; Telescope; Reionization","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":[0.0006398747,0.0002665091,0.000231122,0.002079121,0.0001914868,0.0009615477,0.0004276867,0.0001804061,0.001094872],"category_scores_gemma":[0.00245004,0.0001390446,0.0002349834,0.001152081,0.0002053589,0.0005236671,0.001057492,0.0003302528,0.0002873465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002322974,"about_ca_system_score_gemma":0.0002115791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004305304,"about_ca_topic_score_gemma":0.007971684,"domain_scores_codex":[0.9996935,0.00004563279,0.00002406032,0.00008965894,0.00008439209,0.00006278184],"domain_scores_gemma":[0.9983546,0.0003939259,0.0005412387,0.0001772986,0.0001888677,0.0003441218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001217573,0.00003516832,0.9681511,0.00005556141,0.00005770209,0.0002092527,0.0003344253,0.001188424,0.006222276,0.00071666,0.001390924,0.02151673],"study_design_scores_gemma":[0.00000443471,0.00003004284,0.9923766,0.00001802824,0.00001627763,0.000196342,0.0002068053,0.001928407,0.001002784,0.0004147212,0.003795773,0.000009787026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880446,0.0002182616,0.002174513,0.00007564294,0.000008747492,0.00002913176,0.005973788,0.0001032876,0.003372032],"genre_scores_gemma":[0.9844453,0.000188752,0.003992999,0.000104414,0.00002956534,0.00004649275,0.01008882,0.00005853144,0.001045156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004305304,"threshold_uncertainty_score":0.008560479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03249584244186513,"score_gpt":0.190728949954513,"score_spread":0.1582331075126479,"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."}}