{"id":"W2162528661","doi":"10.1093/mnras/stt1687","title":"Cosmological constraints from baryon acoustic oscillations and clustering of large-scale structure","year":2013,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Physics; Cosmic microwave background; Baryon acoustic oscillations; Omega; Baryon; Dark energy; Astrophysics; Cosmic distance ladder; Planck; Hubble's law; Oscillation (cell signaling); Lambda; Galaxy; Supernova; Correlation function (quantum field theory); Dark matter; Cosmology; Redshift; Quantum mechanics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000670372,0.000116327,0.000223905,0.000006413029,0.0001309298,0.00001763955,0.0001671491,0.00007330912,0.00103248],"category_scores_gemma":[0.00001126902,0.00008323311,0.0001582205,0.00003536001,0.0005403885,0.00006098972,0.0001784056,0.0001653752,0.00000403065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001084975,"about_ca_system_score_gemma":0.0000187104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003675224,"about_ca_topic_score_gemma":0.00003472621,"domain_scores_codex":[0.9992881,0.00005958487,0.0002442631,0.0001670616,0.00007383957,0.0001671498],"domain_scores_gemma":[0.9993262,0.0002493002,0.0001715115,0.000154626,0.00004586448,0.00005249932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001538901,0.00006145029,0.8188587,0.000009950773,0.0001238755,1.19626e-8,0.0007422566,0.1778964,0.0003521081,0.0007827362,0.0002287049,0.0009284024],"study_design_scores_gemma":[0.0004136822,0.00002863727,0.9119511,0.00001459987,0.00006594856,5.19131e-9,0.00138993,0.07657831,0.0004412362,0.009006606,0.00001996875,0.00008993658],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969048,0.00002459631,0.001874078,0.0001999618,0.0001079002,0.0001652204,0.000571747,0.000005767978,0.0001459659],"genre_scores_gemma":[0.9923842,1.032447e-8,0.007417017,0.00002517478,0.00006711891,0.000006149735,0.00003210291,0.000005648924,0.00006255593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1013181,"threshold_uncertainty_score":0.9998807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005052194533481462,"score_gpt":0.2075745741810093,"score_spread":0.2025223796475278,"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."}}