{"id":"W3101029547","doi":"","title":"SYSTEMATIC PROBLEMS WITH USING DARK MATTER SIMULATIONS TO MODEL STELLAR HALOS","year":2016,"lang":"en","type":"article","venue":"","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Physics; Dark matter; Dark matter halo; Astrophysics; Halo; Cuspy halo problem; Galaxy; Astronomy","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":[0.01630973,0.001467327,0.001116305,0.001014809,0.002040394,0.002593602,0.003491299,0.001043991,0.001185851],"category_scores_gemma":[0.07105517,0.001450897,0.001513048,0.001621853,0.00211089,0.003466525,0.00287788,0.002359758,0.0005689277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002466906,"about_ca_system_score_gemma":0.002284367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02583967,"about_ca_topic_score_gemma":0.02319011,"domain_scores_codex":[0.9922037,0.004934592,0.000650471,0.0007056396,0.001258151,0.0002474964],"domain_scores_gemma":[0.9388726,0.03635386,0.003957168,0.01503007,0.004826287,0.0009600145],"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":[0.0005607543,0.0002454835,0.05388445,0.000447328,0.0009127596,0.0002366752,0.001382598,0.8713043,0.007832092,0.03714241,0.003252026,0.02279921],"study_design_scores_gemma":[0.0002437869,0.0002063037,0.008521905,0.0001601215,0.0001811812,0.000131267,0.0002885736,0.9303867,0.01042429,0.04355218,0.005764137,0.0001396335],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7295063,0.001992483,0.2430607,0.004010207,0.0005669473,0.0005046245,0.001421508,0.005076576,0.01386073],"genre_scores_gemma":[0.9256398,0.0006376166,0.06914454,0.0008317357,0.00008865308,0.000356273,0.000690837,0.001413868,0.001196674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02583967,"threshold_uncertainty_score":0.08625507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01344731230371269,"score_gpt":0.2148221203408666,"score_spread":0.2013748080371539,"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."}}