{"id":"W2149403861","doi":"10.1051/0004-6361:20034315","title":"Improved data for solar flare X-ray spectral analysis","year":2004,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Solar and Space Plasma Dynamics","field":"Physics and Astronomy","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Goddard Space Flight Center; Queen's University; National Aeronautics and Space Administration","keywords":"Solar flare; Flare; Spectral line; Physics; Solar physics; Spectrometer; Satellite; Line (geometry); Solar maximum; Resonance (particle physics); Astrophysics; Atomic physics; Solar cycle; Optics; Nuclear physics; Astronomy; Plasma; Solar wind","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009444539,0.0002824661,0.0003873101,0.00007860309,0.0002744692,0.0001588579,0.0003973618,0.00004444311,0.00003610363],"category_scores_gemma":[0.000003440595,0.0002800319,0.0002314762,0.0002708722,0.0000711132,0.0004320347,0.0001902724,0.0002061921,0.000009131591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002423522,"about_ca_system_score_gemma":0.00009914091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001870174,"about_ca_topic_score_gemma":0.0000263451,"domain_scores_codex":[0.9986025,0.00001616098,0.0002333615,0.0005696489,0.0001013157,0.0004770054],"domain_scores_gemma":[0.9988844,0.000041817,0.0001256766,0.0007349515,0.00005348428,0.0001597185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004147486,0.00170403,0.1116908,0.00008412872,0.01230757,0.00000570489,0.00113393,0.08325459,0.009006676,0.1011146,0.0004053705,0.6788778],"study_design_scores_gemma":[0.0382741,0.003596706,0.09406504,0.0002023064,0.02385691,0.000007653978,0.01901004,0.5352518,0.01956395,0.05491683,0.2020913,0.009163327],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2561468,0.00001590341,0.7422128,0.0001072545,0.00007756284,0.0002273937,0.00106069,0.00002938744,0.0001222459],"genre_scores_gemma":[0.7904363,0.000001065317,0.2068549,0.00001449815,0.0004413754,0.00002342079,0.002130246,0.00002538346,0.00007286094],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6697145,"threshold_uncertainty_score":0.9999652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008689319792910046,"score_gpt":0.226044017883244,"score_spread":0.2173546980903339,"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."}}