{"id":"W4249082078","doi":"10.1088/2058-7058/28/2/6","title":"Exoplanet atmospheres","year":2015,"lang":"en","type":"article","venue":"Physics World","topic":"History and Developments in Astronomy","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Exoplanet; Astrobiology; Environmental science; Physics; Atmosphere (unit); Astronomy; Meteorology; Planet","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006340727,0.0001243228,0.000126555,0.000009746634,0.00006982937,0.00002778739,0.0001431311,0.00000858739,0.0008048044],"category_scores_gemma":[0.00000105058,0.0001237966,0.00004211206,0.0001542244,0.00004182985,0.000136774,0.00004588232,0.0001076883,0.00110787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003243464,"about_ca_system_score_gemma":0.0001063697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005201733,"about_ca_topic_score_gemma":0.000004923352,"domain_scores_codex":[0.9993547,0.00001969803,0.0001231051,0.0001668461,0.000129133,0.0002064696],"domain_scores_gemma":[0.999554,0.00001945368,0.00005462438,0.0001969609,0.00003396342,0.0001409901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002967457,0.000276025,0.1870408,0.000006039919,0.0001299266,0.000003372405,0.001043701,0.0009871682,0.00004199806,0.2786721,0.3377387,0.1940305],"study_design_scores_gemma":[0.0003992601,0.00001008999,0.0005595553,0.000007449012,0.00000995999,1.407418e-7,0.0001447138,0.00005820622,0.0008105701,0.03131355,0.9664807,0.0002057914],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01602129,0.00004023661,0.05251321,0.00005194179,0.000658984,0.0001178513,0.00001957552,0.00007885887,0.9304981],"genre_scores_gemma":[0.9549822,6.207397e-8,0.01486981,0.00008222333,0.0009005948,0.0000241391,0.00007606744,0.0000184716,0.02904646],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9389609,"threshold_uncertainty_score":0.9996699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02891769853862794,"score_gpt":0.2456899546552236,"score_spread":0.2167722561165957,"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."}}