{"id":"W2484465561","doi":"10.1109/aero.2016.7500765","title":"Radiation environment onboard spacecraft at LEO and in deep space","year":2016,"lang":"en","type":"article","venue":"","topic":"Radiation Therapy and Dosimetry","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Cosmic ray; Health threat from cosmic rays; Spacecraft; Ionizing radiation; Radiation protection; Physics; Space environment; Electromagnetic shielding; Interplanetary spaceflight; Radiation; Van Allen radiation belt; Astrobiology; Space exploration; Environmental science; Astronomy; Magnetosphere; Irradiation; Nuclear physics; Solar wind; Coronal mass ejection","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009912804,0.00006551688,0.0001029058,0.00007512524,0.0000225274,0.00000362259,0.00001523773,0.00005396559,0.00145822],"category_scores_gemma":[0.00002185018,0.00004152818,0.00001950792,0.00004268943,0.00003171237,0.00006305893,0.00001205988,0.00003085727,0.0002098555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001426576,"about_ca_system_score_gemma":0.000007871875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001305659,"about_ca_topic_score_gemma":0.00001754832,"domain_scores_codex":[0.9995225,0.00002050236,0.0000987663,0.0001421638,0.0001067657,0.0001092904],"domain_scores_gemma":[0.9997016,0.00005987245,0.00002744213,0.0001251028,0.000003071123,0.00008289894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003816889,0.00009664017,0.8276002,0.00001346175,0.00002902023,0.000009894293,0.0003157658,0.00001430577,0.09627855,0.0007132172,0.003290177,0.07125711],"study_design_scores_gemma":[0.003921938,0.0001630194,0.8674334,0.00002110913,0.00001498622,0.00001261093,0.00004881914,0.0003508763,0.0515704,0.0001682865,0.07617248,0.0001220389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808267,0.0008664824,0.002078877,0.0126699,0.00006602817,0.0001926614,0.00000102012,0.00002647091,0.003271861],"genre_scores_gemma":[0.9832916,0.001230343,0.0008242294,0.0006879881,0.0001073686,0.000007002978,0.000002497989,0.000008599437,0.01384036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0728823,"threshold_uncertainty_score":0.9994546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006212319866096798,"score_gpt":0.2225307591767467,"score_spread":0.2163184393106499,"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."}}