{"id":"W2411051862","doi":"10.1103/physrevd.94.043533","title":"Origin of weak lensing convergence peaks","year":2016,"lang":"en","type":"article","venue":"Physical review. D/Physical review. D.","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Halo; Physics; Astrophysics; Sigma; Weak gravitational lensing; Redshift; Omega; Virial theorem; Dark matter; Kappa; Virial mass; Order (exchange); Galaxy; Strong gravitational lensing; Astronomy; Quantum mechanics; Geometry; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006307223,0.0002872813,0.0003777386,0.001251013,0.0006282484,0.001448015,0.0005704571,0.0003251375,0.002992118],"category_scores_gemma":[0.002734243,0.000429188,0.0003226056,0.0008983472,0.0007070191,0.0008003829,0.001206881,0.0007899175,0.0006100202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001164933,"about_ca_system_score_gemma":0.000551417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007833807,"about_ca_topic_score_gemma":0.006448252,"domain_scores_codex":[0.9996797,0.00003123155,0.00001284544,0.00009608077,0.00007489339,0.0001053539],"domain_scores_gemma":[0.9976439,0.0006429283,0.0004630932,0.0002953793,0.0004441524,0.0005105284],"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":[0.0005685773,0.00008339674,0.8546056,0.0002274501,0.0001878921,0.001356182,0.001387123,0.008639807,0.05467517,0.03490439,0.003430324,0.03993404],"study_design_scores_gemma":[0.00004255426,0.00009096884,0.9176141,0.00006858429,0.00008012827,0.0009573901,0.0009982958,0.02235159,0.03406262,0.01551226,0.008117047,0.0001045034],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853704,0.0003216826,0.004958471,0.0001013544,0.000008269206,0.00001436299,0.0005634787,0.0001871402,0.008474869],"genre_scores_gemma":[0.997823,0.00006268839,0.001174961,0.00002167497,0.000007454096,0.000005070441,0.0003532362,0.00005224128,0.0004996854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007833807,"threshold_uncertainty_score":0.01557642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01620202309194723,"score_gpt":0.3627725637208196,"score_spread":0.3465705406288724,"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."}}