{"id":"W3123567368","doi":"10.1063/5.0014329","title":"2D monochromatic x-ray imaging for beam monitoring of an x-ray free electron laser and a high-power femtosecond laser","year":2021,"lang":"en","type":"article","venue":"Review of Scientific Instruments","topic":"Advanced X-ray Imaging Techniques","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"SLAC National Accelerator Laboratory; Lawrence Livermore National Laboratory; Workforce Development for Teachers and Scientists; Basic Energy Sciences; Natural Sciences and Engineering Research Council of Canada; National Science Foundation; Ministerio de Economía y Competitividad; Fusion Energy Sciences; U.S. Department of Energy; Office of Science","keywords":"Laser; Optics; Laser beam quality; Femtosecond; Beam (structure); Monochromatic color; Beam parameter product; X-ray laser; Physics; Materials science; Laser power scaling; Laser beams","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":[0.0004114454,0.0003979734,0.0003462383,0.0005636598,0.0003452025,0.0004415603,0.000515236,0.0006343116,0.002013496],"category_scores_gemma":[0.0004022992,0.0004044566,0.0002417221,0.0004746619,0.0002639913,0.0004586835,0.0006251131,0.0004318019,0.0003157766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004792839,"about_ca_system_score_gemma":0.0003384591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007774234,"about_ca_topic_score_gemma":0.001455104,"domain_scores_codex":[0.9996367,0.0000340648,0.00002030691,0.0000991097,0.000160652,0.00004924065],"domain_scores_gemma":[0.9996181,0.00007501907,0.00009584432,0.00006984669,0.0001117154,0.00002964639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005870871,0.000009805512,0.0006967491,0.00003567971,0.000004474997,0.00004420431,0.00004777443,0.00009420561,0.9953572,0.0001027396,0.00003970729,0.003508714],"study_design_scores_gemma":[0.000008976518,0.0001143985,0.01203501,0.000009261268,0.00001281657,0.0003802454,0.00007341154,0.003014856,0.9828293,0.00005919763,0.001449396,0.00001319426],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9702411,0.0007471128,0.02597433,0.00006401218,0.00003483616,0.00004711597,0.0003550116,0.0003049834,0.002231482],"genre_scores_gemma":[0.8767846,0.0005214889,0.1180104,0.00005334271,0.00002009269,0.0001387986,0.0004203529,0.00009350142,0.003957422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002013496,"threshold_uncertainty_score":0.006735861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01010580089620776,"score_gpt":0.2834945439094141,"score_spread":0.2733887430132064,"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."}}