{"id":"W2077381042","doi":"10.1088/0031-9155/48/6/301","title":"Interface perturbation effects in high-energy electron beams","year":2003,"lang":"en","type":"article","venue":"Physics in Medicine and Biology","topic":"Radiation Therapy and Dosimetry","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital; McGill University","funders":"National Physical Laboratory","keywords":"Electron; Fluence; Bremsstrahlung; Monte Carlo method; Atomic physics; Ion; Materials science; Dosimetry; Photon; Ionization chamber; Cathode ray; Irradiation; Computational physics; Physics; Nuclear physics; Ionization; Optics; Nuclear medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000184776,0.00009170077,0.0002649674,0.0001061078,0.0000148113,0.000001435757,0.00002555931,0.00008468465,0.00002231577],"category_scores_gemma":[0.0001351925,0.00006568155,0.00001361264,0.0002428264,0.00007824325,0.00002998616,0.000005085391,0.0001534066,0.000002423888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003902315,"about_ca_system_score_gemma":0.00002152258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001168887,"about_ca_topic_score_gemma":0.00001260725,"domain_scores_codex":[0.9993674,0.0001096939,0.0001572478,0.0001700519,0.00004158531,0.0001539919],"domain_scores_gemma":[0.9996213,0.0001941798,0.00003948592,0.00009039549,0.00001642543,0.00003816886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000380655,0.000367258,0.1122082,0.0001225987,0.00006403614,0.00001469757,0.001029491,0.00004887713,0.09833688,0.7294565,0.0008822506,0.05708857],"study_design_scores_gemma":[0.02033892,0.007401813,0.09458818,0.0005712938,0.0001031889,0.00006143878,0.0003978218,0.001833274,0.125069,0.7287992,0.02030021,0.0005356746],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790013,0.004868033,0.01095889,0.001649076,0.0002474115,0.0001564157,4.288804e-7,0.00001772223,0.003100691],"genre_scores_gemma":[0.9971228,0.0006436075,0.0001308479,0.001707023,0.0001847925,0.00001209606,0.00002216938,0.000006616815,0.000170014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0565529,"threshold_uncertainty_score":0.2678416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04439274437131113,"score_gpt":0.3449178981958458,"score_spread":0.3005251538245347,"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."}}