{"id":"W4288083595","doi":"10.1051/0004-6361/201937062","title":"Short-term variability and mass loss in Be stars","year":2020,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada; Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Space Agency; Universität Innsbruck; Karl-Franzens-Universität Graz; Oticon Fonden; Österreichische Forschungsförderungsgesellschaft; Knud Højgaards Fond; Nordea-fonden; European Southern Observatory; Ministerstwo Edukacji i Nauki; Conselho Nacional de Desenvolvimento Científico e Tecnológico; National Research Foundation; Fonds Québécois de la Recherche sur la Nature et les Technologies; University of Toronto; Danmarks Grundforskningsfond; Universität Wien; Stellar Astrophysics Centre; Max-Planck-Institut für Astrophysik; Fundacja na rzecz Nauki Polskiej; National Aeronautics and Space Administration","keywords":"Physics; Astrophysics; Photometry (optics); Stars; Be star; Asymmetry; Astronomy; Emission spectrum; Amplitude; Light curve; Rotation period; Spectral line","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002759192,0.0001492108,0.0001933971,0.0009256459,0.0003574852,0.0006215237,0.0002071137,0.0002715867,0.0009355605],"category_scores_gemma":[0.001142152,0.00007562933,0.0001485416,0.0008164012,0.0003454367,0.0005513361,0.0004670655,0.0002554493,0.0003307191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002971859,"about_ca_system_score_gemma":0.00009632022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001708957,"about_ca_topic_score_gemma":0.002531973,"domain_scores_codex":[0.9998765,0.00001188238,0.00001136805,0.00005237486,0.0000258653,0.00002204064],"domain_scores_gemma":[0.9993493,0.00009206655,0.0003044277,0.00005413934,0.0001001009,0.0001000667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001064776,0.00001493926,0.989602,0.00002599754,0.00003731402,0.0001213464,0.0002113634,0.0002379796,0.005470185,0.000153607,0.0001248221,0.003893912],"study_design_scores_gemma":[4.246803e-7,0.00001443483,0.9990956,0.000002906603,0.000004197104,0.00008790974,0.0001014939,0.0001041226,0.0001682311,0.00005952544,0.000360041,0.000001279441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986042,0.0003230522,0.0001242033,0.00003678136,0.000004915812,0.000002158114,0.0002251449,0.000003560719,0.0006759542],"genre_scores_gemma":[0.9991636,0.00008643015,0.00005420941,0.000009262557,0.000008683063,0.000001944706,0.0004829499,0.000002688295,0.0001902106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001708957,"threshold_uncertainty_score":0.003398061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01216241880835922,"score_gpt":0.2121690238629187,"score_spread":0.2000066050545595,"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."}}