{"id":"W1968648222","doi":"10.1118/1.4794928","title":"Feasibility of producing a short, high energy s‐band linear accelerator using a klystron power source","year":2013,"lang":"en","type":"article","venue":"Medical Physics","topic":"Particle Accelerators and Free-Electron Lasers","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Klystron; Physics; Monte Carlo method; Linear particle accelerator; Optics; Waveguide; Beam (structure); Electric field; Electron; Cathode ray; Radio frequency; Computational physics; Nuclear physics; Electrical engineering","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":[0.0003597661,0.0002273666,0.0001341819,0.000110155,0.0001715243,0.0002677586,0.000296817,0.0003589374,0.001251778],"category_scores_gemma":[0.0003969837,0.0001780269,0.0003453884,0.00009234607,0.0002730258,0.0003609099,0.0002366872,0.0002555884,0.0003431415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003688763,"about_ca_system_score_gemma":0.0005678128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007532699,"about_ca_topic_score_gemma":0.001168584,"domain_scores_codex":[0.999895,0.00000969825,0.000004688672,0.00001459067,0.00005943302,0.00001655909],"domain_scores_gemma":[0.9998133,0.00006521562,0.0000434105,0.00001924076,0.00003912868,0.00001977581],"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":[0.0005289759,0.0001124638,0.004858475,0.0003935648,0.00003990242,0.0002106265,0.0001226013,0.1109293,0.8594382,0.002764407,0.000500215,0.02010138],"study_design_scores_gemma":[0.0001114561,0.002609282,0.005587354,0.0000427066,0.00005897773,0.0003455771,0.00008685533,0.3484072,0.6330569,0.0007535145,0.008909751,0.00003041283],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8990421,0.0003779326,0.09551197,0.0001970712,0.00003822532,0.00007883731,0.000138803,0.0002909994,0.004323984],"genre_scores_gemma":[0.9471209,0.0001724064,0.05015683,0.00001622706,0.000004430283,0.00006711442,0.0001475765,0.00003904854,0.002275517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001251778,"threshold_uncertainty_score":0.004187644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02188918610329386,"score_gpt":0.2471823767893755,"score_spread":0.2252931906860816,"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."}}