{"id":"W2021222547","doi":"10.1086/589962","title":"Particle Acceleration by Fast Modes in Solar Flares","year":2008,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Solar and Space Plasma Dynamics","field":"Physics and Astronomy","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Theoretical Astrophysics","funders":"","keywords":"Solar flare; Acceleration; Particle acceleration; Cascade; Electron; Scattering; Flare; Solar energetic particles; Plasma","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":[0.00008018843,0.0001076527,0.000132144,0.00001581363,0.0003115198,0.00008652924,0.0001843304,0.00001820978,0.00006463943],"category_scores_gemma":[0.00000405933,0.00007290209,0.00009142339,0.0001083062,0.00007188156,0.0002418735,0.00003426266,0.0004145053,0.0000552825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002152006,"about_ca_system_score_gemma":0.00003523535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005702542,"about_ca_topic_score_gemma":0.000003077511,"domain_scores_codex":[0.9991993,0.00008049105,0.0001677161,0.0001003343,0.000188209,0.0002639637],"domain_scores_gemma":[0.9996524,0.00004363863,0.00006479801,0.0001236283,0.0000335566,0.00008197896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003439831,0.001834759,0.31654,0.000004907796,0.0002596155,0.00006013903,0.006001746,0.04949097,0.5278162,0.02416094,0.007355052,0.0661317],"study_design_scores_gemma":[0.00509394,0.0006069338,0.1907563,0.00006375789,0.0001004271,0.0001425011,0.006454851,0.6871237,0.0876857,0.01974721,0.001186912,0.001037811],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9474865,0.00001823758,0.05174068,0.0004217804,0.00004673692,0.0000521939,0.000009403493,0.000009186315,0.0002152613],"genre_scores_gemma":[0.9988869,0.000006526594,0.0005140001,0.00003455561,0.0003560974,0.000004963025,0.000007203597,0.00001150433,0.0001781992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6376327,"threshold_uncertainty_score":0.2972861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01068485407355366,"score_gpt":0.2213081636214607,"score_spread":0.2106233095479071,"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."}}