{"id":"W3103183476","doi":"","title":"","year":2018,"lang":"en","type":"article","venue":"Portsmouth Research Portal (University of Portsmouth)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":152,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; High Energy Physics; Smithsonian Astrophysical Observatory; Science and Technology Facilities Council; University of Colorado Boulder; Jet Propulsion Laboratory; Instituto de Astrofísica de Canarias; Office of Science; Max-Planck-Institut für Astronomie; U.S. Department of Energy; Smithsonian Institution; National Natural Science Foundation of China; York University; Leibniz-Gemeinschaft; University of Notre Dame; Carnegie Mellon University; Universidad Nacional Autónoma de México; University of Washington; Alfred P. Sloan Foundation; Johns Hopkins University; Carnegie Institution of Washington; University of Utah; Ohio State University; Max-Planck-Institut für Astrophysik; California Institute of Technology; Ministério da Ciência, Tecnologia e Inovação; National Aeronautics and Space Administration; New Mexico State University; University of California, Los Angeles; University of Portsmouth; Vanderbilt University; Yale University; National Science Foundation","keywords":"Physics; Redshift; Baryon; Astrophysics; Galaxy; Baryon acoustic oscillations; Oscillation (cell signaling); Dark energy; Astronomy; Cosmology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.004099104,0.0006157794,0.0009295025,0.001380839,0.002517474,0.0001231539,0.001577648,0.0002262007,0.0119348],"category_scores_gemma":[0.00009552697,0.0007587052,0.0005564426,0.002416719,0.003581754,0.002473669,0.001020215,0.001009878,0.0002522621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001238879,"about_ca_system_score_gemma":0.001017861,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03189385,"about_ca_topic_score_gemma":0.001774346,"domain_scores_codex":[0.9921778,0.0004378647,0.001083959,0.001276313,0.002798205,0.002225839],"domain_scores_gemma":[0.9925541,0.000169155,0.001070028,0.001683971,0.003402172,0.001120531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002044722,0.0005484706,0.9540851,0.00005428779,0.0002651951,0.000006073789,0.02093484,0.000009654841,0.0003430311,0.01820442,0.004829926,0.0005145908],"study_design_scores_gemma":[0.001507677,0.0004252992,0.8570141,0.00007270056,0.00008369932,0.00001723916,0.1318607,0.0003963353,0.0003006164,0.007167337,0.0005455758,0.0006086943],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766191,0.00004196612,0.001194177,0.0005162021,0.0003301807,0.001045575,0.0002350773,0.0002138667,0.01980383],"genre_scores_gemma":[0.9926375,0.000008567508,0.001174448,0.000004526572,0.0006505072,0.0000058244,0.000519602,0.0000792186,0.004919767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1109259,"threshold_uncertainty_score":0.9994864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02918500642502255,"score_gpt":0.2714396987708448,"score_spread":0.2422546923458223,"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."}}