{"id":"W2050659516","doi":"10.1088/0004-637x/776/2/80","title":"THE PAndAS VIEW OF THE ANDROMEDA SATELLITE SYSTEM. I. A BAYESIAN SEARCH FOR DWARF GALAXIES USING SPATIAL AND COLOR-MAGNITUDE INFORMATION","year":2013,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":109,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"Science and Technology Facilities Council","keywords":"Andromeda; Dwarf galaxy; Local Group; Milky Way; Dwarf galaxy problem; Galaxy; Globular cluster; Halo","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":[0.0005434681,0.0007790293,0.0004180679,0.001914477,0.0004766267,0.002506629,0.001158816,0.0006362507,0.01288385],"category_scores_gemma":[0.001325498,0.000532635,0.000463197,0.00122759,0.000531649,0.001667206,0.001576532,0.0007731104,0.005724775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004337718,"about_ca_system_score_gemma":0.0008960036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01004216,"about_ca_topic_score_gemma":0.0168789,"domain_scores_codex":[0.9996241,0.00007451549,0.00001859237,0.0001262068,0.0001221947,0.00003441153],"domain_scores_gemma":[0.9996341,0.00006379269,0.0000473258,0.0001360179,0.00006651723,0.00005223498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008424348,0.0001376087,0.03895352,0.0007096861,0.0003928,0.000721872,0.000711366,0.02856066,0.03372117,0.1238705,0.1942962,0.5770823],"study_design_scores_gemma":[0.0001229208,0.00009898852,0.02529393,0.0001825385,0.00009189247,0.001480726,0.0003818956,0.1468454,0.0105184,0.08889388,0.7259637,0.000125633],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02968595,0.00267011,0.7691373,0.002089699,0.0004019876,0.0003065832,0.03527748,0.07928541,0.08114547],"genre_scores_gemma":[0.2528132,0.001233967,0.6895834,0.0008784384,0.0003813154,0.000259574,0.02948663,0.004305767,0.02105767],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01288385,"threshold_uncertainty_score":0.04310077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01145946867497884,"score_gpt":0.2562036833979408,"score_spread":0.244744214722962,"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."}}