{"id":"W2101564026","doi":"10.1118/1.3213094","title":"Replacement correction factors for cylindrical ion chambers in electron beams","year":2009,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Monte Carlo method; Dosimetry; Fluence; Electron; Physics; Imaging phantom; Calibration; Atomic physics; Computational physics; Irradiation; Optics; Nuclear medicine; Nuclear physics; Mathematics; Statistics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00383472,0.0008951959,0.0005250101,0.0007391167,0.0006403204,0.0008858863,0.001379027,0.0007881419,0.002105009],"category_scores_gemma":[0.01134377,0.0004392802,0.0008546228,0.0009091157,0.000611236,0.0009775814,0.000949949,0.0006641251,0.0007568139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001181223,"about_ca_system_score_gemma":0.0013855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001907273,"about_ca_topic_score_gemma":0.002261494,"domain_scores_codex":[0.9970658,0.0007428554,0.0002445896,0.0003784996,0.001433676,0.0001344824],"domain_scores_gemma":[0.9948391,0.001938757,0.001086458,0.001003324,0.001069917,0.00006240564],"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":[0.002136496,0.0001559177,0.03325149,0.002295723,0.0002727332,0.0006749986,0.00122122,0.2343163,0.3586923,0.04598461,0.0102756,0.3107228],"study_design_scores_gemma":[0.0001276923,0.001004904,0.02809983,0.000282129,0.0004198907,0.002325807,0.0001796927,0.2556243,0.6016995,0.005568231,0.1043301,0.0003379345],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07626598,0.002887852,0.9108087,0.0001534307,0.0001742495,0.0003779705,0.0005263566,0.003569856,0.005235658],"genre_scores_gemma":[0.523963,0.0008348406,0.4688264,0.0002125759,0.00002615674,0.0004666491,0.001114394,0.00143651,0.003119507],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00383472,"threshold_uncertainty_score":0.02028018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009143245805426716,"score_gpt":0.2942329838070026,"score_spread":0.2850897380015759,"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."}}