{"id":"W4396737798","doi":"10.3847/1538-4357/ad37f6","title":"Investigating the Soft X-Ray Spectra of Solar Flare Onsets","year":2024,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Solar and Space Plasma Dynamics","field":"Physics and Astronomy","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Aeronautics and Space Administration","keywords":"Physics; Flare; Solar flare; Astrophysics; Plasma; Spectral line; Coronal loop; Imaging spectrometer; Spectrometer; Phase (matter); Astronomy; Coronal mass ejection; Solar wind; 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":[0.0001542355,0.0002904575,0.0001938707,0.00142266,0.0002302093,0.0003509443,0.0002043136,0.0002904473,0.0008299296],"category_scores_gemma":[0.0003177717,0.0001121794,0.0003292921,0.0008673915,0.0001022495,0.0002838317,0.0002856748,0.0002696264,0.0001834294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000186904,"about_ca_system_score_gemma":0.00007137993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002242807,"about_ca_topic_score_gemma":0.003690987,"domain_scores_codex":[0.9999299,0.000003782858,0.00000464922,0.00001958035,0.00002582608,0.00001619114],"domain_scores_gemma":[0.9997932,0.00003638648,0.00006518963,0.00001731419,0.0000528504,0.00003513307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004396327,0.0001271111,0.8224249,0.0001498801,0.0002208307,0.001360931,0.0005705434,0.003781814,0.1326188,0.0003519579,0.001383552,0.03656999],"study_design_scores_gemma":[0.000004675716,0.00002873978,0.9902058,0.00000463994,0.00002057719,0.0001894629,0.0001060507,0.003615228,0.004681638,0.00004573643,0.001089334,0.000008096831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969133,0.0001482006,0.0008537612,0.00001904824,0.000007254236,0.000008600779,0.0007824749,0.000106355,0.001160974],"genre_scores_gemma":[0.9966441,0.00007440169,0.0009002335,0.00001176351,0.00001230098,0.000007653798,0.001968154,0.00002695165,0.0003542942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002242807,"threshold_uncertainty_score":0.0044595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008297759158240986,"score_gpt":0.2319292820814791,"score_spread":0.2236315229232381,"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."}}