{"id":"W1646544457","doi":"10.1051/0004-6361:20010058","title":"Cosmic shear analysis in 50 uncorrelated VLT fields. Implications for $\\Omega_0$, $\\sigma_8$","year":2001,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":133,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Theoretical Astrophysics","funders":"Deutscher Akademischer Austauschdienst","keywords":"COSMIC cancer database; Redshift; Galaxy; Spectral density; Amplitude; Gaussian; Shear (geology); Matter power spectrum; Cosmic variance; Dark matter","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009916352,0.000254595,0.0003549446,0.0001789241,0.0002721963,0.00008148605,0.0001844209,0.00005492162,0.0001112779],"category_scores_gemma":[0.000003808522,0.0002765171,0.0001797985,0.0008871892,0.00007227888,0.0004250018,0.00005834298,0.0002001987,0.00002538405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006631044,"about_ca_system_score_gemma":0.0000781234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002301467,"about_ca_topic_score_gemma":0.00003236461,"domain_scores_codex":[0.9986147,0.00003346497,0.0004298414,0.0003737397,0.00008830582,0.0004599729],"domain_scores_gemma":[0.9991333,0.00007669957,0.0001863725,0.0003570699,0.0001169485,0.0001296056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002653371,0.0001428484,0.9743765,0.000004769334,0.0002597648,7.628702e-9,0.0002193238,0.00353549,0.00006755901,0.005992213,0.0001491939,0.01522579],"study_design_scores_gemma":[0.0008477817,0.00007723362,0.9840292,0.000008633556,0.0002139004,5.900608e-7,0.0004169094,0.00311445,0.00002609922,0.00549408,0.00551705,0.0002540344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6598436,0.00003164284,0.3392631,0.0002271174,0.00004858752,0.000288702,0.0000810136,0.00002834741,0.0001879762],"genre_scores_gemma":[0.9831958,0.000007978174,0.01563094,0.000006011458,0.0001536527,0.000155289,0.000613009,0.00002213247,0.000215162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3236321,"threshold_uncertainty_score":0.9999687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007378714167201645,"score_gpt":0.2155475767093496,"score_spread":0.2081688625421479,"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."}}