{"id":"W1968816881","doi":"10.1086/527433","title":"A Model for the Total Solar Irradiance Based on Active Region Decay","year":2008,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Solar and Space Plasma Dynamics","field":"Physics and Astronomy","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Université de Montréal","funders":"","keywords":"Sunspot; Irradiance; Physics; Solar irradiance; Brightness; Solar minimum; Astrophysics; Solar maximum; Solar cycle; Atmospheric sciences; Magnetic field; Optics; Solar wind","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008012296,0.0001597511,0.0001573864,0.00002095225,0.0009192029,0.00006307244,0.0002957505,0.00002512897,0.000009610268],"category_scores_gemma":[0.000007677615,0.00008578334,0.0003150252,0.00008373189,0.0001318225,0.0001077699,0.00002277605,0.0005629773,0.00001844957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003731536,"about_ca_system_score_gemma":0.0001113899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009680624,"about_ca_topic_score_gemma":5.747524e-7,"domain_scores_codex":[0.9991317,0.00005577172,0.0001318486,0.00013983,0.0002260484,0.0003148019],"domain_scores_gemma":[0.9991089,0.0003382119,0.0001190082,0.0002607007,0.00007191995,0.0001012433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008657981,0.000368165,0.0003978513,0.000002001285,0.0001801793,0.000009609012,0.0009450141,0.9490346,0.002192522,0.0166523,0.002458782,0.02689322],"study_design_scores_gemma":[0.0006871022,0.0001430837,0.003956675,0.00001163273,0.000043477,0.00002333586,0.0001433581,0.9921111,0.0003317168,0.002365175,0.0000736492,0.0001096981],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3415945,0.000004395198,0.6563835,0.001543362,0.0001084713,0.000153696,0.00002360981,0.000008485005,0.0001799722],"genre_scores_gemma":[0.9962711,0.000002371197,0.002235318,0.0001372014,0.0009000241,0.00002698775,0.000004285484,0.00002262686,0.0004001349],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6546766,"threshold_uncertainty_score":0.7069858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02004489898727965,"score_gpt":0.2333707086121715,"score_spread":0.2133258096248918,"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."}}