{"id":"W1982589703","doi":"10.1051/0004-6361/201015829","title":"MESS (Mass-loss of Evolved StarS), a<i>Herschel</i>key program","year":2010,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":135,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"National Astronomical Observatories, Chinese Academy of Sciences; Max-Planck-Institut für Astronomie; Science and Technology Facilities Council; Centre National d’Etudes Spatiales; Bundesministerium für Verkehr, Innovation und Technologie; Centre National de la Recherche Scientifique; Belgian Federal Science Policy Office; Centro de Instrumentación Científico-Técnica, Universidad de Jaén; National Aeronautics and Space Administration; Austrian Science Fund; Imperial College London; Japan Aerospace Exploration Agency; California Institute of Technology; Fonds De La Recherche Scientifique - FNRS","keywords":"Stars; Physics; Astrophysics; Asymptotic giant branch; Supergiant; Astronomy; Red supergiant; Supernova; Planetary nebula; Observatory; High mass; Wolf–Rayet star; Circumstellar envelope","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008731487,0.0003167551,0.0004267259,0.0000435634,0.0001746182,0.00005800907,0.0002031436,0.00005630577,0.0002343144],"category_scores_gemma":[0.000004014694,0.0002958055,0.0001501416,0.0001285938,0.0002809801,0.0002006693,0.00008375294,0.0003946378,0.00002463365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005510919,"about_ca_system_score_gemma":0.00006196414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001453462,"about_ca_topic_score_gemma":0.000006985183,"domain_scores_codex":[0.9986651,0.0000307011,0.0003142689,0.0003606071,0.0001917565,0.0004375968],"domain_scores_gemma":[0.999092,0.00009397478,0.000215715,0.0003470876,0.0001017502,0.0001494699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003588538,0.0002090977,0.7488632,0.00001669565,0.0002400979,0.000001099685,0.0002096501,0.00001855252,0.001222374,0.003337853,0.0001391837,0.2457063],"study_design_scores_gemma":[0.003403283,0.0008430914,0.8197898,0.00006966955,0.0005050884,0.000003691817,0.001693158,0.0002942005,0.01555867,0.003609281,0.1530598,0.001170373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9560855,0.00006730233,0.02551218,0.00008256189,0.0004428439,0.0004247992,0.00007320126,0.00006354948,0.01724808],"genre_scores_gemma":[0.9305429,0.00000401974,0.06859436,0.000009984007,0.0005743931,0.00003527471,0.0001054634,0.00002530843,0.0001083084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.244536,"threshold_uncertainty_score":0.9999494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006887228642682573,"score_gpt":0.2171597651978293,"score_spread":0.2102725365551468,"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."}}