{"id":"W3088556060","doi":"10.1051/0004-6361/202039058","title":"Hot Exoplanet Atmospheres Resolved with Transit Spectroscopy (HEARTS)","year":2020,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Centre National de la Recherche Scientifique; European Commission; Fundação para a Ciência e a Tecnologia; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; H2020 European Research Council; Fondo Nacional de Desarrollo Científico y Tecnológico; Agence Nationale de la Recherche; UK Research and Innovation; National Science Foundation","keywords":"Exoplanet; Physics; Planet; Transit (satellite); Neptune; Astrophysics; Hot Jupiter; Atmosphere (unit); Astronomy; Scale height; Line (geometry); Planetary system; Spectrograph; Radial velocity; Jupiter (rocket family); Astrobiology; Stars; Spectral line; Space exploration; Meteorology","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":[0.0002680705,0.0003733316,0.0002738068,0.001172675,0.0003246772,0.000402452,0.0003857763,0.0002662046,0.001893103],"category_scores_gemma":[0.0005744321,0.0001710689,0.0005081943,0.0009110677,0.0001763176,0.0002964722,0.0006751987,0.0002930941,0.0005265556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002587262,"about_ca_system_score_gemma":0.0002071449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005630604,"about_ca_topic_score_gemma":0.01160345,"domain_scores_codex":[0.9997833,0.00001783832,0.000009890191,0.00007575783,0.00005860619,0.00005456991],"domain_scores_gemma":[0.9996483,0.00003975082,0.00009608279,0.00006274075,0.0000587153,0.0000943941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006031412,0.0001387275,0.8762596,0.0002902446,0.0004062992,0.0007929941,0.0008974308,0.002730979,0.06927869,0.0007758643,0.009733129,0.03809304],"study_design_scores_gemma":[0.00003071536,0.0001082825,0.9797809,0.00001980241,0.00008456071,0.000369643,0.000223676,0.003347691,0.005140339,0.0001778599,0.01069914,0.0000173583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810221,0.0001007108,0.00188667,0.00004750277,0.00002234983,0.00003461966,0.01337035,0.0003488232,0.003166972],"genre_scores_gemma":[0.9649437,0.00009137383,0.005986956,0.00003502237,0.00003786919,0.00003909074,0.02760623,0.000193524,0.00106625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005630604,"threshold_uncertainty_score":0.01119566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008808453200039338,"score_gpt":0.1906801746912308,"score_spread":0.1818717214911915,"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."}}