{"id":"W2103336816","doi":"10.1086/516599","title":"COSMOS: Three‐dimensional Weak Lensing and the Growth of Structure","year":2007,"lang":"en","type":"article","venue":"The Astrophysical Journal Supplement Series","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":261,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Waterloo","funders":"","keywords":"Physics; Weak gravitational lensing; Cosmic variance; Redshift; Cosmology; Astrophysics; Gravitational lens; COSMIC cancer database; Galaxy; Matter power spectrum; Spectral density; Redshift survey; Redshift-space distortions; Dark matter; Hubble's law; Observational cosmology; Strong gravitational lensing; Statistics","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":[0.0004520171,0.0003424715,0.0002489618,0.001465134,0.0002737131,0.0009962873,0.0002338161,0.0001367947,0.002136827],"category_scores_gemma":[0.001652453,0.00009842923,0.0002788454,0.001687104,0.0003580215,0.0005084787,0.0005649636,0.0002913695,0.0003332937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004821366,"about_ca_system_score_gemma":0.0003086463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007700845,"about_ca_topic_score_gemma":0.006744846,"domain_scores_codex":[0.9998868,0.00003366441,0.000005901989,0.00002008366,0.00003651217,0.00001700127],"domain_scores_gemma":[0.998904,0.000227726,0.0004285271,0.0001619218,0.0001573603,0.0001204709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003369255,0.00004933984,0.80007,0.0001440237,0.0002524356,0.0002353192,0.0003192591,0.01190183,0.009996069,0.0635457,0.01338001,0.09976907],"study_design_scores_gemma":[0.00001608904,0.00006922006,0.8705805,0.00003714671,0.00008373016,0.0003679766,0.0002255202,0.0470899,0.008407434,0.04569091,0.02738444,0.00004715813],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9380677,0.003209897,0.03320126,0.001157394,0.0001406712,0.00002158492,0.007942545,0.0004895405,0.01576929],"genre_scores_gemma":[0.9817262,0.0009467793,0.01274739,0.00006269854,0.0001215386,0.00001369177,0.003002291,0.00006777221,0.001311565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007700845,"threshold_uncertainty_score":0.01531202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005193528320578497,"score_gpt":0.2049528111356095,"score_spread":0.199759282815031,"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."}}