{"id":"W3098747415","doi":"","title":"Average and dispersion of the luminosity-redshift relation in the concordance model","year":2013,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Particle Physics","funders":"","keywords":"Physics; Redshift; Light cone; Astrophysics; Luminosity distance; Perturbation (astronomy); Spectral density; Dark energy; Poisson distribution; Statistical physics; Observable; Perturbation theory (quantum mechanics); Cosmic microwave background; Statistics; Cosmology; Quantum mechanics; Galaxy; Mathematics","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":[0.003827379,0.0003045683,0.0008164525,0.001301552,0.0005196064,0.002192764,0.001249762,0.001032923,0.007110975],"category_scores_gemma":[0.01476604,0.0002266117,0.0005884966,0.00122251,0.0007082094,0.001647165,0.0006676418,0.0006877863,0.00108352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000991708,"about_ca_system_score_gemma":0.0006190818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01477575,"about_ca_topic_score_gemma":0.006522246,"domain_scores_codex":[0.9989762,0.0003666358,0.00004065542,0.0003238788,0.0001641596,0.0001285235],"domain_scores_gemma":[0.9833555,0.01204999,0.0006639804,0.002375872,0.001128283,0.0004264475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001140406,0.0001619739,0.08957755,0.000247803,0.0004490401,0.0005721651,0.0008514327,0.6359453,0.002203892,0.2061537,0.02116394,0.04153277],"study_design_scores_gemma":[0.00004281291,0.00006099449,0.04955582,0.00005753475,0.0001468679,0.0003382889,0.0002977247,0.8337072,0.0008481854,0.1113065,0.003554891,0.00008316454],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9124283,0.001638995,0.04729011,0.0009340823,0.0001133343,0.00002868992,0.004084723,0.001194306,0.03228738],"genre_scores_gemma":[0.9952749,0.0001063757,0.001836272,0.00002632828,0.00002444428,0.00000999568,0.0008450348,0.00007301674,0.001803666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01477575,"threshold_uncertainty_score":0.02937949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006523318602882648,"score_gpt":0.1865992311928382,"score_spread":0.1800759125899555,"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."}}