{"id":"W2620839234","doi":"10.1139/cjp-2016-0882","title":"Non-equilibrium modeling of the Fe XVII 3C/3D ratio for an intense X-ray free electron laser","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Physics","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Science and Technology Facilities Council; Auburn University","keywords":"Laser; Intensity (physics); Line (geometry); Pulse (music); Excited state; Range (aeronautics); Electron density; Oscillator strength","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0001191426,0.0001227516,0.0002044025,0.00003971204,0.0003572063,0.0001628772,0.0005945555,0.00003276906,0.0000478031],"category_scores_gemma":[0.00006621336,0.00009550023,0.0001995944,0.00004164633,0.00007161598,0.0005024284,0.00002614757,0.0002315826,0.000004782426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005445237,"about_ca_system_score_gemma":0.0008938825,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008047124,"about_ca_topic_score_gemma":0.005877697,"domain_scores_codex":[0.999247,0.00001643804,0.0002831043,0.00009886035,0.0001022386,0.0002524261],"domain_scores_gemma":[0.9982394,0.00005712662,0.0004332272,0.0005119059,0.0005096972,0.0002486598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003403165,0.0006880083,0.07518253,0.0001519585,0.001297746,0.00002540325,0.004783145,0.7185949,0.03336566,0.04856021,0.1036301,0.01338002],"study_design_scores_gemma":[0.006198963,0.001720765,0.00645287,0.0008501137,0.0009135333,0.00002013532,0.002492791,0.6548679,0.2185954,0.092185,0.01442807,0.001274482],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775574,0.00000612718,0.01861364,0.0004459103,0.0009838348,0.0001647478,0.0002209529,0.000001729576,0.002005608],"genre_scores_gemma":[0.9981261,6.144618e-7,0.0005000328,0.00006017943,0.001020473,0.000004334899,0.000009103092,0.00002142742,0.0002577725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1852298,"threshold_uncertainty_score":0.9985584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01881927285101508,"score_gpt":0.2536437631464136,"score_spread":0.2348244902953985,"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."}}