{"id":"W2781300527","doi":"10.1093/pasj/psx156","title":"Atomic data and spectral modeling constraints from high-resolution X-ray observations of the Perseus cluster with Hitomi","year":2018,"lang":"en","type":"article","venue":"Publications of the Astronomical Society of Japan","topic":"Atomic and Molecular Physics","field":"Physics and Astronomy","cited_by":123,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Waterloo; Saint Mary's University","funders":"Lawrence Livermore National Laboratory; Japan Aerospace Exploration Agency; Eurostars; Japan Society for the Promotion of Science; European Research Council; Canadian Space Agency; SLAC National Accelerator Laboratory; Smithsonian Astrophysical Observatory; Goddard Space Flight Center; Magyar Tudományos Akadémia; Ministry of Education, Culture, Sports, Science and Technology; Centre National d’Etudes Spatiales; Science and Technology Facilities Council; Strong; Astronomical Society of Japan; Science Mission Directorate; University of Maryland, Baltimore County; European Space Agency; National Aeronautics and Space Administration; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Natural Sciences and Engineering Research Council of Canada; Smithsonian Institution","keywords":"Physics; Spectrometer; Calibration; Spectral resolution; Spectroscopy; Spectral line; Cluster (spacecraft); Astrophysics; Computational physics; Atomic physics; Astronomy; Optics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008324356,0.0007741842,0.0004665362,0.001242832,0.0004996367,0.00084343,0.0008081922,0.0003006597,0.001680253],"category_scores_gemma":[0.001688067,0.0003514071,0.0003553148,0.001869899,0.0003238994,0.0005919783,0.0008678862,0.0003321727,0.0005625648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00089587,"about_ca_system_score_gemma":0.0005628137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02128132,"about_ca_topic_score_gemma":0.02059158,"domain_scores_codex":[0.9996341,0.00004558337,0.00001626035,0.0001317099,0.000113199,0.00005915189],"domain_scores_gemma":[0.9991203,0.0001253316,0.000150113,0.0002695844,0.0002266752,0.0001081122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001154895,0.0001069675,0.8321249,0.0002137516,0.0005729048,0.000925256,0.0004575377,0.07109656,0.04524028,0.004640219,0.01165314,0.03181352],"study_design_scores_gemma":[0.0001686413,0.0000620131,0.8668849,0.00004461174,0.000173032,0.0002664906,0.0004026876,0.1067384,0.01311718,0.002116438,0.009960609,0.00006490971],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872869,0.0002711014,0.002855913,0.0001804556,0.00001887053,0.00001369149,0.003865343,0.000547643,0.004960256],"genre_scores_gemma":[0.9891277,0.0001003591,0.003849416,0.00004425137,0.0000177738,0.00001695266,0.006378615,0.0001202496,0.0003446686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02128132,"threshold_uncertainty_score":0.04231495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02349619136734355,"score_gpt":0.2306549152979733,"score_spread":0.2071587239306298,"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."}}