{"id":"W2059563181","doi":"10.1086/323568","title":"Measurement of the Bias Parameter from Weak Lensing","year":2001,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Theoretical Astrophysics; University of Toronto","funders":"","keywords":"Cosmology; Galaxy; Weak gravitational lensing; Correlation function (quantum field theory); Scale (ratio); Galaxy cluster; Dark matter; Sample (material); Measure (data warehouse)","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":[0.0008791818,0.0002664314,0.0002392432,0.001110701,0.0001378565,0.0004246509,0.0002882201,0.0001956766,0.001213406],"category_scores_gemma":[0.005589541,0.0001446373,0.0001311045,0.0007493264,0.0003301165,0.0004965073,0.0006312022,0.0003588878,0.000313982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003172655,"about_ca_system_score_gemma":0.0001432462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001768616,"about_ca_topic_score_gemma":0.001898122,"domain_scores_codex":[0.9995303,0.00008641752,0.00003078938,0.0001270057,0.0001472856,0.00007829541],"domain_scores_gemma":[0.9954215,0.001688164,0.001418632,0.0005623189,0.0005741034,0.0003353505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001533785,0.00002588743,0.9148323,0.00005639843,0.0001193248,0.00007345431,0.0001069299,0.00256219,0.06551819,0.001149015,0.0001893981,0.01521331],"study_design_scores_gemma":[0.000006538864,0.0001493109,0.9588856,0.00001079777,0.00004333414,0.0002498218,0.0000479324,0.009464248,0.02923625,0.001155785,0.0007192079,0.00003133702],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951209,0.0001374543,0.003278407,0.00002158224,0.000003751884,0.000005046757,0.000272196,0.00005750672,0.001102983],"genre_scores_gemma":[0.9982626,0.0000506293,0.001240517,0.000009488906,0.000007566514,0.000002892584,0.0002770527,0.00000958729,0.0001397207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001768616,"threshold_uncertainty_score":0.004649639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02684365490879592,"score_gpt":0.2177881792305738,"score_spread":0.1909445243217779,"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."}}