{"id":"W2023916925","doi":"10.1118/1.2722720","title":"Monte Carlo study of Si diode response in electron beams","year":2007,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"U.S. Nuclear Regulatory Commission","keywords":"Diode; Electron; Dosimetry; Materials science; Silicon; Atomic physics; Imaging phantom; Optics; Cathode ray; Range (aeronautics); Ionization chamber; Monte Carlo method; Physics; Beam (structure); Ion; Optoelectronics; Nuclear physics; Nuclear medicine; Ionization","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":[0.0006258735,0.0001301016,0.0002636596,0.00004512911,0.00002697225,0.00000397902,0.0002104959,0.00004489908,0.00004472089],"category_scores_gemma":[0.00002536275,0.0001177289,0.0000552032,0.0002642308,0.00007043214,0.00007120336,0.00003726705,0.000326575,0.000001103734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005543801,"about_ca_system_score_gemma":0.00006201817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003107081,"about_ca_topic_score_gemma":0.0000201788,"domain_scores_codex":[0.9987141,0.00007754486,0.0003005917,0.0001943763,0.0004221245,0.0002912151],"domain_scores_gemma":[0.9993104,0.0002111973,0.00008918237,0.0002618715,0.00003197259,0.00009542341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003883809,0.0109353,0.6060165,0.00003203495,0.0003080936,0.00009621101,0.01023672,0.0006874944,0.01970319,0.003074821,0.0005999471,0.3444259],"study_design_scores_gemma":[0.01874442,0.01139786,0.288622,0.0004636873,0.0001402777,0.000004577504,0.003776578,0.003932144,0.6256191,0.03388252,0.01093418,0.002482649],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.886385,0.00004148399,0.11286,0.00004233536,0.00003484659,0.0002417504,0.000002708751,0.00003685766,0.0003550297],"genre_scores_gemma":[0.9991465,0.000002819236,0.0004647382,0.00005223864,0.0002293075,0.00001894475,0.000001608036,0.00002260098,0.00006130156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6059159,"threshold_uncertainty_score":0.4800847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008001144832510012,"score_gpt":0.3063792970447403,"score_spread":0.2983781522122302,"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."}}