{"id":"W4285241410","doi":"10.1007/978-3-031-07704-3_1","title":"Calculation of DNA Strand Breaks by Types of Electron Interaction with Monte Carlo Simulation","year":2022,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Atomic and Molecular Physics","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"DNA; Monte Carlo method; Electron; RADIUS; Atomic physics; van der Waals force; Double strand; Physics; Molecular physics; Chemistry; DNA damage; Quantum mechanics; Molecule; Computer science","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":[0.00008486793,0.0001618085,0.0002345688,0.000105376,0.00005094267,0.00001590985,0.0001777288,0.00004572701,0.00002920011],"category_scores_gemma":[0.000001585648,0.0001461659,0.00005968085,0.0001230793,0.0001287935,0.0001294042,0.00006174115,0.0002375251,4.098406e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006521328,"about_ca_system_score_gemma":0.0001389033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001610659,"about_ca_topic_score_gemma":0.00001149432,"domain_scores_codex":[0.9990411,0.00001406173,0.0002132821,0.0002972047,0.0003041352,0.0001302078],"domain_scores_gemma":[0.9993153,0.00007249528,0.0002812932,0.0002062999,0.0001003916,0.00002423916],"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":[0.00003330542,0.00002416006,0.0001934788,0.00001435481,0.00002884708,4.591815e-7,0.0003594355,0.9045877,0.001760933,0.001858677,0.00000314059,0.0911355],"study_design_scores_gemma":[0.0006957946,0.0004595211,0.0001766049,0.0002496232,0.00008816791,0.00000201958,0.000002338816,0.9197333,0.06215281,0.01459181,0.001331518,0.0005164994],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04532494,0.00007040229,0.953101,0.00001700371,0.0001011601,0.000186975,0.00002136582,0.000007050921,0.001170118],"genre_scores_gemma":[0.9984828,0.00000184203,0.001315892,0.00001348712,0.00007474078,0.000002170861,0.00002821998,0.00001528749,0.00006554335],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9531579,"threshold_uncertainty_score":0.5960473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005950083159496198,"score_gpt":0.2355464849193654,"score_spread":0.2295964017598692,"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."}}