{"id":"W4388501714","doi":"10.1088/1475-7516/2023/11/045","title":"3D correlations in the Lyman-α forest from early DESI data","year":2023,"lang":"en","type":"article","venue":"Journal of Cosmology and Astroparticle Physics","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute; University of Waterloo","funders":"Science and Technology Facilities Council; Office of Science; Division of Astronomical Sciences; Institut de Física d'Altes Energies; Commissariat à l'Énergie Atomique et aux Énergies Alternatives; Universidad de Guanajuato; Generalitat de Catalunya; Ministerio de Ciencia e Innovación; U.S. Department of Energy; European Commission; Centres de Recerca de Catalunya; Gordon and Betty Moore Foundation; National Aeronautics and Space Administration; HORIZON EUROPE Framework Programme; Space Telescope Science Institute; Consejo Nacional de Ciencia y Tecnología; National Science Foundation","keywords":"Physics; Quasar; Dark energy; Baryon; Baryon acoustic oscillations; Oscillation (cell signaling); Astrophysics; Perturbation (astronomy); Computational physics; Cosmology; Astronomy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003490415,0.00008380281,0.0001475725,0.00004251012,0.0001370766,0.00003935614,0.0002926886,0.00002011621,0.00001937116],"category_scores_gemma":[0.00001631386,0.00006409172,0.00003288393,0.0002611572,0.00009662729,0.0005213676,0.00007983109,0.0002076295,0.0000425627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001090173,"about_ca_system_score_gemma":0.00005270168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009660346,"about_ca_topic_score_gemma":0.00001348011,"domain_scores_codex":[0.9991648,0.0000916666,0.0003188246,0.00009603667,0.000136564,0.0001921069],"domain_scores_gemma":[0.9992108,0.0002156368,0.0002199693,0.000244025,0.00006439663,0.0000452125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001976027,0.00007498373,0.9867723,0.000001095019,0.00003505734,2.531977e-7,0.001146681,0.0008195143,0.00006504905,0.009814597,0.0006005405,0.0006502001],"study_design_scores_gemma":[0.0005175764,0.00006509697,0.9053624,0.000007926037,0.00003538521,0.000003346794,0.0006380654,0.009351728,0.00002741072,0.08388735,0.00005055231,0.00005314146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942923,0.00002574742,0.005003636,0.0004215924,0.0001192659,0.00006708329,0.00002780642,0.000007234731,0.00003534618],"genre_scores_gemma":[0.9990843,0.000003464212,0.0004844662,0.000008255447,0.0003465929,0.000003552276,0.00004983339,0.000006734256,0.00001278075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08140985,"threshold_uncertainty_score":0.2613584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03083139347052734,"score_gpt":0.2580316437427811,"score_spread":0.2272002502722538,"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."}}