{"id":"W2563499917","doi":"10.1667/rr14491.1","title":"NEUDOSE: A CubeSat Mission for Dosimetry of Charged Particles and Neutrons in Low-Earth Orbit","year":2016,"lang":"en","type":"article","venue":"Radiation Research","topic":"Radiation Therapy and Dosimetry","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre; McMaster University","funders":"","keywords":"CubeSat; Van Allen radiation belt; Physics; Dosimetry; Neutron; Interplanetary spaceflight; Spacecraft; Solar energetic particles; Health threat from cosmic rays; Proportional counter; Space exploration; Radiation protection; Equivalent dose; Ionizing radiation; Radiation; Particle radiation; Aerospace engineering; Charged particle; Astronomy; Optics; Solar wind; Nuclear physics; Irradiation; Satellite; Nuclear medicine; Engineering; Magnetosphere","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":[0.001186131,0.00007433263,0.0001904759,0.000460705,0.00007271288,0.00001328703,0.00005607382,0.00009268623,0.0002131217],"category_scores_gemma":[0.000836421,0.00005177443,0.00004441031,0.000432294,0.0000971769,0.0001235304,0.0000166887,0.0001200617,0.00002270367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005530815,"about_ca_system_score_gemma":0.0001351847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000312395,"about_ca_topic_score_gemma":0.00000529099,"domain_scores_codex":[0.9987209,0.000168855,0.0002653901,0.0002145824,0.0003386138,0.0002916819],"domain_scores_gemma":[0.9985282,0.0009321505,0.00005422898,0.0001980926,0.0001242954,0.0001630368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001482847,0.0003527926,0.2627157,0.0002591886,0.00004043299,0.000004653733,0.000558112,0.00001435824,0.547233,0.001736816,0.001695148,0.183907],"study_design_scores_gemma":[0.006804567,0.0006676172,0.5321257,0.0002312346,0.00001199857,0.000004792456,0.0001201885,0.004086793,0.4496951,0.0007241187,0.005417125,0.0001108222],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937304,0.0008864505,0.0001762486,0.004320911,0.00004001967,0.0006631066,0.00001794531,0.00001734083,0.0001475998],"genre_scores_gemma":[0.9981271,0.0005637979,0.0002052188,0.0001045859,0.0000990542,0.00003467584,0.000006560493,0.0000147419,0.0008442883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2694099,"threshold_uncertainty_score":0.2333534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06158865397556301,"score_gpt":0.4029826476067107,"score_spread":0.3413939936311477,"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."}}