{"id":"W3121694496","doi":"10.3847/1538-4357/abf9a3","title":"Dark Matter Constraints from a Unified Analysis of Strong Gravitational Lenses and Milky Way Satellite Galaxies","year":2021,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Dark Matter and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Gordon and Betty Moore Foundation; National Aeronautics and Space Administration; National Science Foundation","keywords":"Dark matter; Gravitational lens; Satellite galaxy; Halo; Weak gravitational lensing; Galaxy; Milky Way; Population; Strong gravitational lensing","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":[0.001479236,0.0005765989,0.0004800141,0.001492644,0.000299945,0.001658792,0.0004592008,0.0002608332,0.0006429131],"category_scores_gemma":[0.004211794,0.0004062004,0.0009903617,0.0009199586,0.0007262221,0.000744649,0.002133106,0.0003650571,0.00008130303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004636947,"about_ca_system_score_gemma":0.0005338946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004170872,"about_ca_topic_score_gemma":0.005425273,"domain_scores_codex":[0.9994469,0.0001906716,0.0000425409,0.0001125066,0.0001318274,0.0000756269],"domain_scores_gemma":[0.9964808,0.001398877,0.001112962,0.0005234971,0.0002029605,0.0002809413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003059077,0.00003286018,0.9319194,0.00004896839,0.0008487524,0.0002975065,0.0001798124,0.01881522,0.02296705,0.008596197,0.0001390981,0.01584921],"study_design_scores_gemma":[0.00003597335,0.0001232593,0.835156,0.00002157281,0.0002878408,0.000164441,0.0003545959,0.1398811,0.009464427,0.01380966,0.0006577723,0.00004335302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927793,0.0001015795,0.006368783,0.00003857822,0.000001263651,0.000003677463,0.0001030014,0.00002627323,0.0005775643],"genre_scores_gemma":[0.9987722,0.00002312328,0.001051938,0.000006220503,0.000003318564,0.000002138367,0.00008787357,0.000004063481,0.00004909445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004170872,"threshold_uncertainty_score":0.008293152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01029963846337943,"score_gpt":0.2295045039967431,"score_spread":0.2192048655333637,"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."}}