{"id":"W2593536228","doi":"10.3847/2041-8213/aa62fc","title":"Surface Variability of Short-wavelength Radiation and Temperature on Exoplanets around M Dwarfs","year":2017,"lang":"en","type":"article","venue":"The Astrophysical Journal Letters","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Exoplanet; Albedo (alchemy); Mesoscale meteorology; Planet; Wavelength; Climate model; Environmental science; Climatology; Radiation; Atmospheric sciences; Physics; Astronomy; Geology; Astrobiology; Climate change; Optics","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":[0.0002374285,0.0003268381,0.0004078864,0.0003379437,0.0004031472,0.0005127149,0.0004650076,0.0005777257,0.000908173],"category_scores_gemma":[0.0007579778,0.0001756886,0.0006636957,0.000344976,0.0004141967,0.0005744126,0.0005042518,0.0003235124,0.0001236101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006931755,"about_ca_system_score_gemma":0.0003115655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01873476,"about_ca_topic_score_gemma":0.006845905,"domain_scores_codex":[0.9999236,0.00001974204,0.000004349334,0.00002627167,0.000009712051,0.00001650233],"domain_scores_gemma":[0.9997596,0.00007603846,0.00003599542,0.00003132501,0.00003807477,0.00005897214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003988932,0.000180401,0.4838645,0.00006727812,0.0002813846,0.0006412445,0.0003589489,0.4779262,0.02991587,0.001090631,0.0007063545,0.00456834],"study_design_scores_gemma":[0.00008988482,0.0001226104,0.5139332,0.00001504786,0.00006933536,0.0001192808,0.0003188977,0.479931,0.003760605,0.0008368512,0.0007622684,0.00004097213],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991785,0.00003709642,0.0002118852,0.00004923499,0.000003342877,0.000002023929,0.0001284651,0.0000221033,0.000367488],"genre_scores_gemma":[0.9996624,0.00002078277,0.00008402408,0.000007166704,0.000002584424,0.000001644423,0.0001503547,0.000007714656,0.00006324772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01873476,"threshold_uncertainty_score":0.03725141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01167098145653337,"score_gpt":0.2295647519002988,"score_spread":0.2178937704437654,"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."}}