{"id":"W1969687191","doi":"10.1093/mnras/stu306","title":"Stokes IQUV magnetic Doppler imaging of Ap stars – II. Next generation magnetic Doppler imaging of α2 CVn★","year":2014,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada; Queen's University","funders":"","keywords":"Physics; Magnetic field; Spectral line; L-shell; Astrophysics; Stars; Doppler effect; Field line; Magnetic structure; Line (geometry); Computational physics; Geometry; Astronomy; Magnetization","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":[0.0002272264,0.0002237432,0.0001308383,0.001105982,0.0001706818,0.0003979402,0.0002914392,0.000239653,0.000967444],"category_scores_gemma":[0.0004177431,0.0001711177,0.0001422815,0.0005743697,0.0001713085,0.0003504662,0.0003526766,0.000309688,0.0002956108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003185697,"about_ca_system_score_gemma":0.0001179021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001547625,"about_ca_topic_score_gemma":0.002155978,"domain_scores_codex":[0.9999003,0.000008978527,0.000003233858,0.00002913129,0.00003998309,0.00001837579],"domain_scores_gemma":[0.9998319,0.00001281214,0.00003367072,0.00004051863,0.00004903357,0.00003206889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005893481,0.0000638339,0.1465818,0.000316488,0.0001019077,0.0006108965,0.0005511626,0.006329201,0.7269769,0.001626676,0.002048577,0.1142031],"study_design_scores_gemma":[0.00009530481,0.0001977488,0.8245004,0.00008295764,0.00007324255,0.001468341,0.0002660175,0.03039903,0.1115215,0.002000591,0.02935047,0.00004438235],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9666532,0.0007848719,0.01601928,0.0001800638,0.00004748665,0.00004093555,0.001947533,0.000588116,0.01373848],"genre_scores_gemma":[0.9698486,0.0002565417,0.02670824,0.00004990448,0.00005526562,0.00002418783,0.001811246,0.00006415983,0.001181847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001547625,"threshold_uncertainty_score":0.003236413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009866038074539599,"score_gpt":0.1980711624371184,"score_spread":0.1882051243625788,"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."}}