{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001462221,0.0003086504,0.000492533,0.0006475918,0.0003834151,0.0005729516,0.0007833111,0.0009533859,0.001915477],"category_scores_gemma":[0.003925403,0.0004711813,0.0005673887,0.0008374366,0.0003772824,0.0004347443,0.000243385,0.0004941181,0.0002537716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001088645,"about_ca_system_score_gemma":0.0006902602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008222979,"about_ca_topic_score_gemma":0.005945444,"domain_scores_codex":[0.9996284,0.0001446564,0.00001544458,0.0000442838,0.0001183502,0.00004883102],"domain_scores_gemma":[0.9961429,0.002950532,0.0002097782,0.0001208692,0.0004907013,0.0000852402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001038002,0.0000272384,0.003253364,0.00004274541,0.00003766589,0.00005776288,0.00002706001,0.9887444,0.001682105,0.003257552,0.0002160425,0.002550247],"study_design_scores_gemma":[0.000009073574,0.00001850938,0.0005160642,0.000005766453,0.000007687031,0.00001701982,0.000005988059,0.9975467,0.001071964,0.00051845,0.000276452,0.00000629732],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7235059,0.001474984,0.2589771,0.0003295488,0.00006887458,0.0001308387,0.0005254321,0.0008418189,0.01414534],"genre_scores_gemma":[0.9552124,0.000356323,0.04082169,0.0001151145,0.00001345162,0.0001365567,0.0004357849,0.0001297708,0.002778978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008222979,"threshold_uncertainty_score":0.01635021,"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."}}