{"id":"W1505073781","doi":"10.1093/mnras/stv2970","title":"The apostle project: Local Group kinematic mass constraints and simulation candidate selection","year":2016,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":215,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Durham University; Science and Technology Facilities Council; European Commission; University of California, Santa Barbara; Leverhulme Trust; Belgian Federal Science Policy Office; Western Canada Research Grid; Kavli Institute for Theoretical Physics, University of California, Santa Barbara; Compute Canada; Aspen Center for Physics; National Science Foundation","keywords":"Physics; Local Group; Astrophysics; Galaxy; Milky Way; Dark matter; Halo; Dark matter halo; Satellite galaxy; Astronomy; Velocity dispersion","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001063255,0.0004426314,0.0005281528,0.000532068,0.0004833367,0.0005052576,0.001456087,0.0004086979,0.00223776],"category_scores_gemma":[0.00314112,0.0003013791,0.0004275854,0.0006322938,0.0003465964,0.0004245779,0.0008745719,0.0004837967,0.0003003505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005939354,"about_ca_system_score_gemma":0.0005697047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008049684,"about_ca_topic_score_gemma":0.009964026,"domain_scores_codex":[0.9997069,0.0001323974,0.000009872812,0.00005871886,0.00003414943,0.00005782957],"domain_scores_gemma":[0.9984811,0.0007205567,0.000124018,0.0002757423,0.0001230917,0.0002755693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0010791,0.0005248483,0.1432291,0.0001244371,0.0003937481,0.0004902065,0.0005395408,0.8210061,0.002385721,0.005405715,0.007443432,0.01737805],"study_design_scores_gemma":[0.00037988,0.0001634497,0.01180595,0.00001070163,0.00003907854,0.00005877168,0.0001029074,0.9829931,0.001340136,0.001168694,0.001917087,0.0000202503],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933565,0.0000531162,0.002813702,0.0000696437,0.000009393985,0.00003528674,0.0009116532,0.0003912942,0.002359313],"genre_scores_gemma":[0.9890754,0.00004048324,0.007196406,0.00004887768,0.00001254817,0.00009973433,0.002905567,0.0001521778,0.0004689201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008049684,"threshold_uncertainty_score":0.01600569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005834181768182687,"score_gpt":0.2056305534428286,"score_spread":0.1997963716746459,"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."}}