{"id":"W4386360826","doi":"10.3847/25c2cfeb.78fa7c49","title":"The need for focused, hard X-ray investigations of the Sun","year":2023,"lang":"en","type":"article","venue":"","topic":"Solar and Space Plasma Dynamics","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan Aerospace Exploration Agency; Science and Technology Facilities Council; Goddard Space Flight Center; Sustainable Development Technology Canada; California Institute of Technology; National Aeronautics and Space Administration","keywords":"Astrophysics; Materials science; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001095827,0.00004681148,0.00005365504,0.00001223454,0.0002312978,0.0000289094,0.00015356,0.00001304592,0.00001728578],"category_scores_gemma":[0.00002302029,0.00002391196,0.00009597668,0.0001915725,0.0000563945,0.00002764865,0.00003602514,0.00004742634,0.00001997297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003294388,"about_ca_system_score_gemma":0.00003979474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009595718,"about_ca_topic_score_gemma":0.00005767645,"domain_scores_codex":[0.99966,0.00001455176,0.00008733597,0.00005951795,0.00006516983,0.0001134667],"domain_scores_gemma":[0.999461,0.0002538653,0.00003598007,0.0001895593,0.00003788388,0.00002170374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000006779334,0.00002206863,0.1704809,0.000006316363,0.00009343652,2.163806e-8,0.0005044767,0.001819183,0.001488366,0.7737185,0.04848259,0.003377376],"study_design_scores_gemma":[0.001896367,0.00007381776,0.1319367,0.0000331291,0.0001389598,1.670654e-7,0.008606433,0.354032,0.01309173,0.279853,0.2099262,0.00041145],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9607416,0.000006210548,0.01292587,0.01079195,0.0004430779,0.0005167319,0.0001171729,0.00005876387,0.01439864],"genre_scores_gemma":[0.9814683,6.846009e-7,0.0009614163,0.00003492839,0.00005989182,0.00005180149,0.00001554508,0.000008869321,0.01739857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4938655,"threshold_uncertainty_score":0.1778979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01797620356036501,"score_gpt":0.2366100616399786,"score_spread":0.2186338580796136,"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."}}