{"id":"W4411953797","doi":"10.1103/wxyv-46kb","title":"Construction of the damped <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" display=\"inline\"> <mml:mrow> <mml:mi>Ly</mml:mi> <mml:mi>α</mml:mi> </mml:mrow> </mml:math> absorber catalog for DESI DR2 <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" display=\"inline\"> <mml:mrow> <mml:mrow> <mml:mrow> <mml:mi>Ly</mml:mi> <mml:mi>α</mml:mi> </mml:mrow> </mml:mrow> </mml:mrow> </mml:math> BAO","year":2025,"lang":"en","type":"article","venue":"Physical review. D/Physical review. D.","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute; University of Waterloo; University of Toronto","funders":"High Energy Physics; Division of Astronomical Sciences; Science and Technology Facilities Council; Commissariat à l'Énergie Atomique et aux Énergies Alternatives; National Energy Research Scientific Computing Center; U.S. Department of Energy; Heising-Simons Foundation; Ministerio de Ciencia, Innovación y Universidades; Gordon and Betty Moore Foundation; Office of Science; Agence Nationale de la Recherche; Consejo Nacional de Ciencia y Tecnología; National Science Foundation","keywords":"Mathematics; Algorithm","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":[0.000546572,0.001019292,0.0007271622,0.001942259,0.001163257,0.002091456,0.001709562,0.0009494957,0.07425206],"category_scores_gemma":[0.002364609,0.001057035,0.001202342,0.001003364,0.0007297255,0.001799299,0.002204497,0.00172448,0.05050654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000747116,"about_ca_system_score_gemma":0.001136908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003356952,"about_ca_topic_score_gemma":0.004067665,"domain_scores_codex":[0.9992416,0.00004434834,0.00004875127,0.0001793258,0.000383517,0.0001025313],"domain_scores_gemma":[0.9988181,0.0001344173,0.00007851401,0.0003400237,0.000517066,0.0001117999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005096975,0.0004518478,0.004296754,0.001089681,0.00008251864,0.0008786649,0.001218661,0.02488522,0.402897,0.09428035,0.1860055,0.2834041],"study_design_scores_gemma":[0.0001281707,0.0001886135,0.003729234,0.000111877,0.00005714653,0.0005944496,0.0003278739,0.1738407,0.265016,0.02453251,0.531248,0.0002255712],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0126865,0.0001091563,0.9060758,0.0003138511,0.0004429101,0.000436324,0.007796675,0.03605716,0.03608172],"genre_scores_gemma":[0.09629491,0.0003340797,0.750517,0.0003750398,0.0001012442,0.001178719,0.02532016,0.01494902,0.1109299],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07425206,"threshold_uncertainty_score":0.2483979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01402531031562923,"score_gpt":0.2866058685737823,"score_spread":0.2725805582581531,"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."}}