{"id":"W2904828393","doi":"10.3847/1538-3881/aaf56b","title":"High-resolution Transit Spectroscopy of Warm Saturns","year":2019,"lang":"en","type":"article","venue":"The Astronomical Journal","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Theoretical Astrophysics","funders":"","keywords":"Transit (satellite); Atmosphere (unit); Spectroscopy; Planet; Absorption (acoustics); Absorption spectroscopy; Molecular absorption; Atmospheric composition; Doppler effect","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":[0.00009508104,0.0002085923,0.0001788926,0.0005768366,0.000363436,0.0002780569,0.0002044808,0.0002156762,0.001025279],"category_scores_gemma":[0.0001585468,0.0001126678,0.0001130175,0.0003343675,0.0001430015,0.0002485771,0.0002553397,0.0002455949,0.0001770158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002769183,"about_ca_system_score_gemma":0.000105132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005342237,"about_ca_topic_score_gemma":0.00958759,"domain_scores_codex":[0.999952,0.000003415719,0.000001347036,0.00001949723,0.00001013962,0.00001362924],"domain_scores_gemma":[0.9999189,0.000009934803,0.00002052024,0.000007977024,0.00002357713,0.00001903077],"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":[0.0003974363,0.00005717668,0.1153118,0.00007302123,0.0001000411,0.000281191,0.0004891471,0.0007820468,0.8719918,0.0002288728,0.0004419036,0.009845601],"study_design_scores_gemma":[0.00003341716,0.0003246396,0.9065866,0.00001842847,0.00009175268,0.0005786473,0.0004995872,0.005494681,0.08203878,0.000215825,0.004094521,0.00002307277],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976248,0.0001327727,0.0007322828,0.00001732154,0.00000421229,0.000003401731,0.000274974,0.00006034723,0.001149946],"genre_scores_gemma":[0.9986367,0.00004618712,0.0005454391,0.000009524808,0.000005516201,0.00000208344,0.0003425721,0.00001369892,0.0003983096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005342237,"threshold_uncertainty_score":0.01062232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004257247487479257,"score_gpt":0.192579216578167,"score_spread":0.1883219690906878,"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."}}