{"id":"W3203631523","doi":"10.18429/jacow-ipac2021-tupab416","title":"Depth-Dose Distribution Dependence on the Energy Profile of Linear and Laser Wakefield Accelerator Electron Beams","year":2021,"lang":"en","type":"article","venue":"JACOW","topic":"Photocathodes and Microchannel Plates","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Linear particle accelerator; Electron; Physics; Laser; Distribution (mathematics); Energy distribution; Nuclear physics; Energy (signal processing); Plasma acceleration; Atomic physics; Computational physics; Optics; Beam (structure); Mathematics; Quantum mechanics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001835214,0.0002123084,0.0001234047,0.0001712594,0.00009132698,0.0002555049,0.0002153156,0.0002152573,0.001137856],"category_scores_gemma":[0.0005815901,0.000186327,0.0001659637,0.0001968527,0.0002157914,0.0002310502,0.0002140457,0.0001683199,0.0001535719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000506949,"about_ca_system_score_gemma":0.0002539159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001857879,"about_ca_topic_score_gemma":0.001749288,"domain_scores_codex":[0.9998815,0.00001138357,0.000004855578,0.00002450564,0.00005068447,0.00002704894],"domain_scores_gemma":[0.9996783,0.0001168532,0.00007864003,0.00002334379,0.00008659103,0.00001622482],"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":[0.0007925475,0.0000907068,0.03294348,0.0002323899,0.00005648502,0.0003026006,0.000335361,0.196135,0.7457014,0.001233347,0.0004731384,0.02170358],"study_design_scores_gemma":[0.00005254033,0.000759199,0.06986597,0.00002931556,0.00005859123,0.0003841783,0.0002171177,0.1554935,0.7696168,0.0005388035,0.002923591,0.00006045412],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836254,0.0005031595,0.01260711,0.00004954447,0.000007763582,0.00002923575,0.0002664469,0.0001760458,0.002735429],"genre_scores_gemma":[0.9972371,0.000132516,0.001596349,0.00001662805,8.265184e-7,0.00001161103,0.0001029485,0.00002191257,0.000880071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001857879,"threshold_uncertainty_score":0.003806472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01083113841122943,"score_gpt":0.2135375487440301,"score_spread":0.2027064103328007,"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."}}