{"id":"W4362555260","doi":"10.1038/s41550-023-01921-1","title":"Identification and properties of intense star-forming galaxies at redshifts z &gt; 10","year":2023,"lang":"en","type":"article","venue":"Nature Astronomy","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":265,"is_retracted":false,"has_abstract":false,"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; 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; Fondation Merac; National Science Foundation; Royal Society; European Commission; Johns Hopkins University; Danmarks Grundforskningsfond; National Aeronautics and Space Administration","keywords":"Redshift; Astrophysics; Galaxy; Identification (biology); Star (game theory); Physics; Astronomy; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002631935,0.0001803322,0.0002039204,0.0001901091,0.0002061696,0.00004972189,0.0001564756,0.00008193033,0.0001849302],"category_scores_gemma":[0.00001830834,0.0001660525,0.00006940872,0.0002985408,0.0001275759,0.0005100031,0.0001446876,0.0002191603,0.0001255543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007697359,"about_ca_system_score_gemma":0.00006263918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003366775,"about_ca_topic_score_gemma":0.00001019019,"domain_scores_codex":[0.9988371,0.00003415119,0.0003868374,0.0002472221,0.0002102187,0.0002844594],"domain_scores_gemma":[0.9991568,0.00002608699,0.0002509778,0.0002807183,0.0002181317,0.00006724256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003786434,0.00001925968,0.9879996,0.00004968033,0.00006517245,7.232042e-9,0.001775331,0.00001040412,0.005353425,0.002121126,0.001935422,0.0006327347],"study_design_scores_gemma":[0.0003000246,0.00002617685,0.9823666,0.0000432983,0.00002405478,6.09369e-7,0.001389796,0.0003315466,0.0126072,0.0004693092,0.002286562,0.000154886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987651,0.0002260694,0.00007078845,0.0001764966,0.0001649339,0.0002737035,0.00002627825,0.00007736972,0.0002192401],"genre_scores_gemma":[0.9958788,0.000003702527,0.0003152531,8.581241e-7,0.0001501535,0.00005814061,0.0001517542,0.0000212915,0.003420106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007253773,"threshold_uncertainty_score":0.6771423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007999906046930074,"score_gpt":0.2106859432747198,"score_spread":0.2026860372277897,"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."}}