{"id":"W2168688449","doi":"10.1051/0004-6361:20000570","title":"A search for the cause of cyclical wind variability in O stars","year":2001,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Herzberg Institute of Astrophysics","funders":"Goddard Space Flight Center; Centre National de la Recherche Scientifique; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; National Aeronautics and Space Administration","keywords":"Physics; Astrophysics; Stars; Photometry (optics); Spectral line; Astronomy; Magnetic field; Wavelength; Ultraviolet; Optics","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":[0.0002522307,0.0001443455,0.0001836049,0.0006446722,0.0002699376,0.0003127383,0.0002298722,0.0003017178,0.0005565276],"category_scores_gemma":[0.0008689256,0.0001451343,0.0001416174,0.0005384206,0.0002466309,0.0001859158,0.0003080927,0.0001777526,0.0001302567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001794049,"about_ca_system_score_gemma":0.0001666196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002341206,"about_ca_topic_score_gemma":0.003386155,"domain_scores_codex":[0.9998453,0.00002664351,0.00001193066,0.00005891344,0.00002566289,0.0000316255],"domain_scores_gemma":[0.9990278,0.0002069331,0.0004246023,0.0001061876,0.0001119856,0.0001224838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000074937,0.00003488638,0.9801651,0.00001424448,0.00003373445,0.0001084541,0.0001263435,0.0003808919,0.01025609,0.00007094271,0.00007310531,0.008661306],"study_design_scores_gemma":[0.000006818588,0.00007424226,0.9970288,0.000003484946,0.00001345969,0.0001043996,0.00007388571,0.001784373,0.0005703029,0.00006825481,0.0002681896,0.000003826023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994445,0.00006664278,0.0002073232,0.00001374744,0.000001104911,0.000003353524,0.0000771526,0.0000088112,0.0001772775],"genre_scores_gemma":[0.999308,0.00003135825,0.0003055815,0.000007478537,0.000005859808,0.000003663758,0.0002748614,0.000004437445,0.00005881354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002341206,"threshold_uncertainty_score":0.004655182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01699774783499586,"score_gpt":0.2467529304799015,"score_spread":0.2297551826449057,"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."}}