{"id":"W4384500019","doi":"10.1051/0004-6361/202346843","title":"Binary star population of the Sculptor dwarf galaxy","year":2023,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"European Social Fund; European Regional Development Fund; Agencia Estatal de Investigación; Science and Technology Facilities Council","keywords":"Physics; Astrophysics; Galaxy; Milky Way; Stars; Binary star; Binary number; Population; Dwarf galaxy; Astronomy; Mathematics","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":[0.0001903688,0.0002641857,0.0002182858,0.002265046,0.0002262367,0.0005682977,0.0003590671,0.0002690815,0.000875504],"category_scores_gemma":[0.001052053,0.00009240571,0.0002761002,0.0008793837,0.0001729216,0.0003392733,0.0004107771,0.000163576,0.0005293102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005326784,"about_ca_system_score_gemma":0.0002076618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01370584,"about_ca_topic_score_gemma":0.01560816,"domain_scores_codex":[0.9998336,0.00001059536,0.000009489728,0.00007237579,0.00003927315,0.00003449682],"domain_scores_gemma":[0.9996413,0.00003976464,0.0001197604,0.00005918386,0.00007147547,0.00006852503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002056539,0.00003212437,0.9518538,0.0001360739,0.0001170362,0.0002091446,0.0001669599,0.006050488,0.00660035,0.0005388186,0.005579467,0.02851025],"study_design_scores_gemma":[0.00001221253,0.00002644982,0.9776667,0.00002705231,0.00003485346,0.000305699,0.0001003811,0.01474295,0.002190781,0.0002819776,0.004601328,0.000009794428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828409,0.0003001721,0.0009664178,0.00003019634,0.000005058224,0.00001231658,0.01332254,0.00025603,0.002266454],"genre_scores_gemma":[0.954863,0.000123296,0.002416197,0.00002135428,0.00001150357,0.00001065451,0.04197917,0.00004232323,0.0005324916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01370584,"threshold_uncertainty_score":0.02725214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009828228584218855,"score_gpt":0.2107136336918596,"score_spread":0.2008854051076407,"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."}}