{"id":"W7002293437","doi":"","title":"Modeling Radiation Risk Assessment and Mitigation for Spacecraft Electronics","year":2019,"lang":"en","type":"dissertation","venue":"Discover Archive (Vanderbilt University)","topic":"Medieval and Early Modern Justice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Innovation, Science and Economic Development Canada; Vanderbilt University; National Aeronautics and Space Administration","keywords":"Electronics; Risk assessment; Electronic equipment; Spacecraft; Work (physics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008393267,0.0007489271,0.000712336,0.0006640722,0.0005221514,0.001401823,0.001108617,0.001331123,0.004366108],"category_scores_gemma":[0.002469802,0.0006005266,0.001031317,0.0006282685,0.0005799814,0.001049825,0.0007518733,0.00105001,0.0003521021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002384372,"about_ca_system_score_gemma":0.002085867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05479623,"about_ca_topic_score_gemma":0.03342573,"domain_scores_codex":[0.9997126,0.00008938251,0.000008426418,0.0000572483,0.00006373027,0.00006843131],"domain_scores_gemma":[0.9992934,0.0004328261,0.00006026673,0.00004030807,0.0001403394,0.00003280181],"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":[0.00001136375,0.00001448885,0.0006638176,0.000009959875,0.00001273513,0.00001912255,0.00001641323,0.9949079,0.0001663781,0.001865413,0.0003326885,0.001979765],"study_design_scores_gemma":[0.000006440242,0.00002882482,0.0006737673,0.000006557839,0.00002028257,0.00001478672,0.00004456274,0.9950603,0.0002233121,0.003265833,0.0006486358,0.000006747089],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6593003,0.001787814,0.2416813,0.002857678,0.0002368384,0.0002368186,0.001809436,0.0005883934,0.09150136],"genre_scores_gemma":[0.9671104,0.0003791237,0.01072121,0.0001301359,0.00004779774,0.00006787218,0.0004095242,0.0001081098,0.02102578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05479623,"threshold_uncertainty_score":0.1089545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01221971868852033,"score_gpt":0.2845809198493499,"score_spread":0.2723612011608296,"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."}}