{"id":"W4410833199","doi":"10.1051/0004-6361/202452323","title":"The Pristine Dwarf-Galaxy survey","year":2025,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Institut national des sciences de l'Univers; Centre National de la Recherche Scientifique; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Agence Nationale de la Recherche; National Science Foundation","keywords":"Physics; Astrophysics; Dwarf galaxy; Dwarf spheroidal galaxy; Galaxy; Astronomy; Dwarf galaxy problem; Galaxy formation and evolution; Interacting galaxy","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":[0.0003942904,0.0004757044,0.0003007411,0.00158249,0.0002476361,0.0004686668,0.0005097543,0.0002042053,0.005013143],"category_scores_gemma":[0.0006804214,0.0001441936,0.0002066218,0.001163749,0.0001508042,0.0005293662,0.001218464,0.0002060801,0.004366692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003306671,"about_ca_system_score_gemma":0.0004783974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006511311,"about_ca_topic_score_gemma":0.01059682,"domain_scores_codex":[0.9995654,0.00003697295,0.00002184021,0.0001919896,0.0001180995,0.00006567824],"domain_scores_gemma":[0.9990922,0.00003257682,0.0002483814,0.0001552921,0.0001727185,0.000298878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004528109,0.0001044781,0.7489631,0.0006873054,0.0003068102,0.0003072128,0.0006656036,0.0005036094,0.01345355,0.002086333,0.1159017,0.1165673],"study_design_scores_gemma":[0.00004938659,0.0001002462,0.7745168,0.00005788118,0.00005440266,0.0004040644,0.0002392669,0.000435618,0.001352081,0.0003024225,0.2224763,0.00001164782],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6338806,0.003611043,0.003714829,0.0004395843,0.0001217918,0.0002215061,0.3243805,0.001573192,0.03205692],"genre_scores_gemma":[0.4758278,0.001136815,0.006474468,0.0003643436,0.0001404242,0.0002023908,0.4969361,0.0002588653,0.01865881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006511311,"threshold_uncertainty_score":0.0167706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008899629234027607,"score_gpt":0.2188422404125006,"score_spread":0.209942611178473,"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."}}