{"id":"W4311001963","doi":"10.48550/arxiv.2212.04480","title":"Identification and properties of intense star-forming galaxies at redshifts z&gt;10","year":2022,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Herzberg Institute of Astrophysics","funders":"Natural Sciences and Engineering Research Council of Canada; Agencia Estatal de Investigación; Goddard Space Flight Center; National Science Foundation; Fondation Merac; Ministerio de Ciencia e Innovación; University of California, Santa Cruz; Isaac Newton Trust; Nuclear Safety and Security Commission; Science and Technology Facilities Council; National Research Foundation; Johns Hopkins University; European Commission; Danmarks Grundforskningsfond; National Aeronautics and Space Administration","keywords":"Physics; James Webb Space Telescope; Galaxy; Astrophysics; Astronomy; Luminous infrared galaxy; Star formation; Redshift; COSMIC cancer database; Stars","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002273479,0.0001922,0.000173512,0.001837316,0.0002475329,0.0007089785,0.0002339823,0.0001740202,0.001396963],"category_scores_gemma":[0.000517937,0.0001220685,0.0001125402,0.001041369,0.000414114,0.000295579,0.0005068398,0.0001740277,0.0003488155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002309511,"about_ca_system_score_gemma":0.00008930478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003877996,"about_ca_topic_score_gemma":0.006850185,"domain_scores_codex":[0.9998797,0.000009481699,0.000008170508,0.00003012577,0.00003295127,0.00003957827],"domain_scores_gemma":[0.9993387,0.00007003131,0.0003395248,0.00004673792,0.00004543238,0.0001596449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002381014,0.00001585197,0.9904757,0.000008883905,0.00001209844,0.00007853125,0.0001973123,0.00006538681,0.005571869,0.0002077624,0.0001256658,0.003217149],"study_design_scores_gemma":[7.07375e-7,0.00001002988,0.9993624,9.365826e-7,0.000002389664,0.00009935881,0.00004332232,0.00005581934,0.0002428915,0.00003017871,0.0001511484,7.17666e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986233,0.00008317979,0.00008370044,0.00001210112,7.715782e-7,0.000002780423,0.0002062813,0.00001212491,0.0009758361],"genre_scores_gemma":[0.9991873,0.00004054667,0.0001285012,0.000005168724,0.00000223058,9.632255e-7,0.0004181608,0.00000220705,0.0002150574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003877996,"threshold_uncertainty_score":0.007710874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04833799286663735,"score_gpt":0.1808996679892342,"score_spread":0.1325616751225969,"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."}}