{"id":"W836358786","doi":"","title":"Calculation of Dose Deposition in Nanovolumes and Simulation of gamma-H2AX Experiments","year":2010,"lang":"en","type":"article","venue":"NASA STI Repository (National Aeronautics and Space Administration)","topic":"Radiation Detection and Scintillator Technologies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universities Space Research Association; Université de Sherbrooke; McGill University; National Aeronautics and Space Administration","keywords":"Voxel; Monte Carlo method; Deposition (geology); Ion track; Physics; Materials science; Computational physics; Statistical physics; Nuclear physics; Mathematics; Computer science; Statistics; Irradiation; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001213587,0.0001047417,0.0001448603,0.000137219,0.00009498996,0.00003397885,0.00004366554,0.00008981299,0.00001861952],"category_scores_gemma":[0.00003464751,0.0001090979,0.00003185426,0.0001330783,0.0001228907,0.0001990338,0.00001836063,0.0001141286,4.251154e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001810892,"about_ca_system_score_gemma":0.00008825858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004151147,"about_ca_topic_score_gemma":0.0000283134,"domain_scores_codex":[0.9990745,0.00002543055,0.0003758424,0.0001816519,0.0002603655,0.00008217348],"domain_scores_gemma":[0.9993122,0.00009069232,0.0002568861,0.00009639622,0.0002029739,0.00004085366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001507192,0.0004177623,0.5514621,0.00006294472,0.00007810968,0.000001639385,0.0006866257,0.01837908,0.3405632,0.0795241,0.00002742422,0.008646317],"study_design_scores_gemma":[0.001046257,0.0002085728,0.688961,0.00003355235,0.00002290024,0.000008381815,0.0002696632,0.1499891,0.1564026,0.002488931,0.000340256,0.0002288523],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974072,0.0000426803,0.001240093,0.0001440697,0.0001237335,0.0001607739,0.00001250457,0.00001667123,0.0008522887],"genre_scores_gemma":[0.9982082,0.000003673857,0.001556732,0.000005072571,0.00004505641,0.00001210204,0.00001228199,0.000006410206,0.0001504438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1841606,"threshold_uncertainty_score":0.4448884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01109276464443461,"score_gpt":0.2774362641292037,"score_spread":0.2663434994847691,"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."}}