{"id":"W4415689239","doi":"10.1017/s1743921323001801","title":"Census of Northern Local Group Dwarf Galaxies using UNIONS","year":2023,"lang":"en","type":"article","venue":"Proceedings of the International Astronomical Union","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics; University of Victoria","funders":"","keywords":"Local Group; Dwarf galaxy; Milky Way; Dwarf galaxy problem; Galaxy; Sky; Dwarf spheroidal galaxy; Census","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":[0.0004801004,0.0001090233,0.0002587871,0.003590507,0.0004175325,0.0005501009,0.0003009889,0.00008398667,0.003600863],"category_scores_gemma":[0.001277261,0.00008906887,0.0001507151,0.001672603,0.0002333885,0.000285439,0.0009702505,0.0001020255,0.000853303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003597531,"about_ca_system_score_gemma":0.0003847622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02194275,"about_ca_topic_score_gemma":0.03517331,"domain_scores_codex":[0.9995267,0.00006712872,0.00002889875,0.0001365038,0.0001696726,0.00007102956],"domain_scores_gemma":[0.9986612,0.0001843575,0.000339793,0.0001947215,0.0002537199,0.0003662389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001990496,0.00003000814,0.9647888,0.00005688481,0.000036396,0.00006556361,0.0007263743,0.0003345319,0.004850457,0.0005793388,0.001280659,0.02705192],"study_design_scores_gemma":[0.000005272465,0.00004093783,0.9911746,0.000009593831,0.00001197834,0.0001323034,0.00052284,0.0006462856,0.001320941,0.0001236734,0.006005894,0.000005556017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883162,0.0001729768,0.0007549086,0.00001203659,0.000002536266,0.00002301916,0.006325901,0.00009447951,0.004297805],"genre_scores_gemma":[0.9797116,0.0001112451,0.001549511,0.00001149481,0.000008136338,0.00002794489,0.01648944,0.00002079867,0.002069845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02194275,"threshold_uncertainty_score":0.04363006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01188592484869882,"score_gpt":0.2192066330658127,"score_spread":0.2073207082171139,"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."}}