{"id":"W1617704023","doi":"10.1007/978-94-007-2564-5_1","title":"Nanoscale Dynamics of Radiosensitivity: Role of Low Energy Electrons","year":2011,"lang":"en","type":"book-chapter","venue":"Biological and medical physics series","topic":"Atomic and Molecular Physics","field":"Physics and Astronomy","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Ionizing radiation; DNA; Biophysics; Chemistry; DNA damage; Ion; Linear energy transfer; Molecule; Nanotechnology; Chemical physics; Irradiation; Materials science; Biochemistry; Biology; Physics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006572308,0.0003271643,0.0007669641,0.00002076959,0.00004731657,0.000004127393,0.0001665384,0.0003181911,0.0003232259],"category_scores_gemma":[0.000007385234,0.0002475609,0.0002776461,0.00002815667,0.0009820912,0.00004104221,0.0001957749,0.0002828317,0.000003666179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001216174,"about_ca_system_score_gemma":0.000148294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005444723,"about_ca_topic_score_gemma":0.000005337004,"domain_scores_codex":[0.9988191,0.0000311704,0.0003494482,0.0003191656,0.0002377013,0.0002434513],"domain_scores_gemma":[0.9991577,0.00007426832,0.0002897066,0.000219761,0.00008490148,0.0001736409],"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":[0.0000453188,0.0001058082,0.0001175857,0.00002449,0.0001678324,0.000002604716,0.00003985483,1.594174e-7,0.001549703,0.8848486,0.0000428942,0.1130552],"study_design_scores_gemma":[0.0002514604,0.0003914299,0.00003289448,0.0001721608,0.00008303832,0.000003236587,0.00003992562,0.0000703361,0.02628795,0.9572368,0.01506623,0.0003644941],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01354879,0.001756408,0.03534659,0.0001461881,0.0002159072,0.00034348,0.0009268433,0.00005369489,0.9476621],"genre_scores_gemma":[0.9843344,0.000444683,0.00007695643,0.00004350059,0.0004011156,0.000006157394,0.0004255125,0.00003205261,0.01423559],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9707856,"threshold_uncertainty_score":0.9999977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00687554284768873,"score_gpt":0.1837107818648637,"score_spread":0.1768352390171749,"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."}}