{"id":"W4293348926","doi":"10.1051/0004-6361/202243998","title":"Hot Exoplanet Atmospheres Resolved with Transit Spectroscopy (HEARTS)","year":2022,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Fonds de recherche du Québec – Nature et technologies; Fondation familiale Trottier; European Commission; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Exoplanet; Physics; Transit (satellite); Hot Jupiter; Astrophysics; Subgiant; Planet; Context (archaeology); Spectrograph; Spectral resolution; Radial velocity; Atmosphere (unit); Spectral line; Astronomy; Planetary system; Stars; Geology; Meteorology","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":[0.0003905186,0.0003209708,0.000191989,0.0006568938,0.0004340347,0.0004670589,0.0003425954,0.0003405962,0.002087962],"category_scores_gemma":[0.0004213382,0.0002145154,0.0003521092,0.0008221921,0.0002614519,0.0006684519,0.0007607808,0.0005971979,0.0004426525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003046737,"about_ca_system_score_gemma":0.0002235785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002083073,"about_ca_topic_score_gemma":0.006279119,"domain_scores_codex":[0.9998031,0.00001442043,0.000007838713,0.0001021252,0.00003673866,0.00003574088],"domain_scores_gemma":[0.9996731,0.00004251978,0.0001004428,0.00007004393,0.00005696116,0.00005690926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000873826,0.000242026,0.378415,0.001287357,0.0005649185,0.0009140102,0.001252344,0.00429766,0.5300185,0.00324717,0.01010964,0.06877758],"study_design_scores_gemma":[0.00006570477,0.0002970724,0.8937376,0.0001248791,0.0003171109,0.001366603,0.0004539154,0.01598458,0.04569902,0.002145465,0.03972274,0.00008539137],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9620865,0.002056868,0.01823496,0.0002676939,0.000182298,0.00007232447,0.007709249,0.001402715,0.007987565],"genre_scores_gemma":[0.9692962,0.0004305791,0.0215036,0.0001170651,0.0001134861,0.0000390944,0.007131722,0.0002963684,0.001071916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002087962,"threshold_uncertainty_score":0.00698489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006420241202798412,"score_gpt":0.188485816628594,"score_spread":0.1820655754257956,"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."}}