{"id":"W4386979561","doi":"10.1093/mnras/stad2875","title":"Evidence for a luminosity–decay correlation in GRB GeV light curves","year":2023,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Gamma-ray bursts and supernovae","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute","funders":"Science and Technology Facilities Council; UK Space Agency; H2020 European Research Council; U.S. Department of Energy","keywords":"Physics; Light curve; Astrophysics; Gamma-ray burst; Luminosity; Redshift; Afterglow; Rest frame; Galaxy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001193856,0.0001891248,0.0002941091,0.001882101,0.0002562543,0.0007884101,0.0003075592,0.0003219865,0.002946848],"category_scores_gemma":[0.006120953,0.0001938585,0.0002291488,0.001408971,0.0004646805,0.0003166497,0.0005916444,0.0003731265,0.0005919805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001928544,"about_ca_system_score_gemma":0.0001713592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001143513,"about_ca_topic_score_gemma":0.001231364,"domain_scores_codex":[0.9992964,0.0001592975,0.00008807537,0.0001472374,0.0001896463,0.0001193524],"domain_scores_gemma":[0.9887131,0.00378879,0.004155837,0.001368556,0.001370128,0.0006035166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005489932,0.00001859447,0.9951002,0.000005197741,0.00002112859,0.00003942502,0.000080347,0.0001084632,0.002131322,0.0001336807,0.00007975945,0.002227032],"study_design_scores_gemma":[0.000001176031,0.00002385686,0.9989779,0.000001988181,0.000004319167,0.0001250205,0.00003660364,0.0002809539,0.0003350507,0.00007391029,0.000136114,0.000003189009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979797,0.00003833464,0.0004676658,0.00001641623,0.000002331225,0.000002732051,0.0003786462,0.00001890691,0.001095252],"genre_scores_gemma":[0.9992977,0.000009837518,0.0001735867,0.000007874661,0.00000395211,0.0000022574,0.0003541488,0.000006327788,0.0001443197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002946848,"threshold_uncertainty_score":0.009858191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02462934681778845,"score_gpt":0.2511434517389913,"score_spread":0.2265141049212029,"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."}}