{"id":"W2123837445","doi":"10.1017/s1743921314002439","title":"Investigating the origin of cyclical spectral variations in hot, massive stars","year":2013,"lang":"en","type":"article","venue":"Proceedings of the International Astronomical Union","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Stars; Astrophysics; Physics; Azimuth; Spectral line; Magnetic field; Scale (ratio); Stellar classification; Astronomy","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":[0.0002424445,0.0000815163,0.000105243,0.0007652773,0.0002271423,0.0004401525,0.0001843559,0.0002208614,0.0009936402],"category_scores_gemma":[0.0008235074,0.00009274761,0.00009116488,0.0006657229,0.000317228,0.0002271179,0.0002809367,0.0001609236,0.0001814447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001868811,"about_ca_system_score_gemma":0.0001042153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001407033,"about_ca_topic_score_gemma":0.002093931,"domain_scores_codex":[0.9999193,0.00001374368,0.000004757603,0.00003042235,0.00001333585,0.00001839069],"domain_scores_gemma":[0.9994722,0.00009602629,0.0002402931,0.00004377903,0.00006015686,0.00008758549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001330365,0.0000396282,0.964626,0.0000163905,0.00002396102,0.0001500115,0.0002777074,0.0001889132,0.02634432,0.0003241298,0.000105131,0.00777073],"study_design_scores_gemma":[0.000001021884,0.0000154574,0.999097,0.000001416496,0.000003121854,0.00006289181,0.00007567377,0.0002314637,0.0003016073,0.00007600785,0.0001332689,0.000001175643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990501,0.0001051316,0.0001708823,0.00002066069,0.000001962897,0.000003169924,0.00007090083,0.00000545516,0.0005718034],"genre_scores_gemma":[0.9997153,0.00002666129,0.00008689138,0.000005517884,0.00000380987,0.000001364814,0.00006031328,0.000002003346,0.00009818665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001407033,"threshold_uncertainty_score":0.003324032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01177389213439408,"score_gpt":0.2234362103984428,"score_spread":0.2116623182640487,"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."}}