{"id":"W1975305731","doi":"10.1086/375484","title":"Global Parameter and Helioseismic Tests of Solar Variability Models","year":2003,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Solar and Space Plasma Dynamics","field":"Physics and Astronomy","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Physics; Convection zone; Turbulence; Computational physics; Astrophysics; Turbulence kinetic energy; Radiation zone; Helioseismology; Magnetic energy; Radiative transfer; Convection; Magnetic field; Mechanics; 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":[0.003792879,0.0008129532,0.0005098685,0.0005825726,0.000445294,0.001316497,0.0009365518,0.0005539223,0.002965805],"category_scores_gemma":[0.01180789,0.0002150655,0.001046769,0.0006636477,0.001073488,0.001560105,0.001284205,0.0005345874,0.0001963335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009668635,"about_ca_system_score_gemma":0.0003715965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003630786,"about_ca_topic_score_gemma":0.001953071,"domain_scores_codex":[0.9988089,0.0006326149,0.00006134907,0.0002556757,0.0001133912,0.0001281808],"domain_scores_gemma":[0.9903847,0.006421185,0.0008339087,0.001376357,0.0004890678,0.0004947983],"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":[0.001486131,0.0002108187,0.1672736,0.00009455714,0.0008405424,0.0002257711,0.000329766,0.7971811,0.001495698,0.01673784,0.001686772,0.01243737],"study_design_scores_gemma":[0.0005877191,0.0008205318,0.05310865,0.00003558593,0.0002617567,0.0001197413,0.00051596,0.9103737,0.002046892,0.03006745,0.002015675,0.00004625576],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990611,0.0001230269,0.003667329,0.0002177259,0.00001526674,0.0000135458,0.0005574304,0.0001263678,0.004668296],"genre_scores_gemma":[0.9988545,0.00002795214,0.0004004981,0.00001867678,0.000006316717,0.000009227884,0.0005720595,0.00002134156,0.00008943806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003792879,"threshold_uncertainty_score":0.02005893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007978980400653705,"score_gpt":0.2267790182455849,"score_spread":0.2188000378449312,"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."}}