{"id":"W2796998300","doi":"10.1139/cjp-2018-0093","title":"Estimating the effect of electron beam interactions with biological tissues","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Physics","topic":"Radiation Therapy and Dosimetry","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mustafa Kemal Üniversitesi","keywords":"Physics; Stopping power; Electron; Range (aeronautics); Atomic physics; Slowdown; Computational physics; Work (physics); Power (physics); Beam (structure); Energy (signal processing); Beam energy; Particle (ecology); Nuclear physics; Ion; Quantum mechanics; Optics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006578536,0.0006446547,0.0003813008,0.0009250899,0.0001717123,0.0003597229,0.0004124614,0.0004842163,0.000724289],"category_scores_gemma":[0.002265135,0.0003000606,0.0003629032,0.0003375664,0.0002201966,0.0004941223,0.0005462444,0.0002898166,0.0002332735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002319517,"about_ca_system_score_gemma":0.0001748068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000557407,"about_ca_topic_score_gemma":0.0005650004,"domain_scores_codex":[0.9997159,0.00008878284,0.00001614822,0.00005604517,0.00009920786,0.00002407261],"domain_scores_gemma":[0.9986187,0.001050554,0.0001183783,0.00007809274,0.0000984356,0.00003586653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001298627,0.00008134006,0.04456313,0.0005402609,0.0002980078,0.0006894061,0.000284357,0.1041197,0.782775,0.0007141857,0.0002552248,0.06438072],"study_design_scores_gemma":[0.00002334192,0.001119387,0.08805367,0.00004141542,0.0004112948,0.001188405,0.0002006008,0.1980441,0.7075394,0.001184414,0.002107761,0.00008622812],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.906207,0.005928956,0.08497328,0.00004380759,0.00002382975,0.00005044445,0.0002091642,0.0002962253,0.002267225],"genre_scores_gemma":[0.9790298,0.001539013,0.01809238,0.00003303023,0.00001208753,0.00004791459,0.0002396717,0.00008310651,0.0009231063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009250899,"threshold_uncertainty_score":0.003479123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01246841568500135,"score_gpt":0.2902657480556084,"score_spread":0.2777973323706071,"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."}}