{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003265131,0.0002098117,0.0002606399,0.0002543785,0.000772026,0.0001237388,0.0002007962,0.0002036458,0.00002161181],"category_scores_gemma":[0.0001131484,0.0002362547,0.00013846,0.0001506351,0.00006605583,0.0005072508,0.00002691961,0.000350002,0.000006010395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003118791,"about_ca_system_score_gemma":0.00108633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002025595,"about_ca_topic_score_gemma":0.0160022,"domain_scores_codex":[0.9984142,0.0002289143,0.0001498462,0.0004602502,0.0003652796,0.0003815795],"domain_scores_gemma":[0.9991034,0.0002817193,0.0001954966,0.00015458,0.0001262837,0.000138576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003354402,0.0005328961,0.01299242,0.002794055,0.001642802,0.00002717147,0.2455246,0.0546248,0.001804738,0.5536404,0.002621555,0.1204401],"study_design_scores_gemma":[0.005338164,0.0006621341,0.00778032,0.0006844396,0.002862834,9.221313e-7,0.2019575,0.6304134,0.00012461,0.05989099,0.08813241,0.002152284],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6274655,0.0006647866,0.2932624,0.0003732792,0.001195937,0.002114904,0.0003535486,0.0001101382,0.07445956],"genre_scores_gemma":[0.9526899,0.009862686,0.001422788,0.00004735724,0.0003338859,0.000007889404,0.002420841,0.00004650878,0.03316818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5757886,"threshold_uncertainty_score":0.9634186,"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."}}