{"id":"W2706248596","doi":"","title":"Design of Protective Structures for Optimal Blast and Impact Mitigation.","year":2016,"lang":"en","type":"dissertation","venue":"Deep Blue (University of Michigan)","topic":"Structural Response to Dynamic Loads","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Office of Naval Research; Natural Sciences and Engineering Research Council of Canada","keywords":"Air blast; Engineering; Risk analysis (engineering); Business; Mining engineering","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":[0.0003712113,0.00070704,0.0003809663,0.0005684764,0.0004567524,0.0007887408,0.0006342884,0.0008975998,0.002893903],"category_scores_gemma":[0.0005839276,0.0004332087,0.0003212607,0.0001816074,0.0005151805,0.0007676416,0.0007378243,0.0005105873,0.0009089352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005058834,"about_ca_system_score_gemma":0.001177802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005389307,"about_ca_topic_score_gemma":0.001290977,"domain_scores_codex":[0.9997798,0.000031872,0.000008250219,0.00003086881,0.0001154316,0.00003376839],"domain_scores_gemma":[0.9998369,0.00002848589,0.0000503594,0.00001693948,0.00004813341,0.0000190207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008068611,0.00009193698,0.001923469,0.0006100393,0.0000643762,0.0004097699,0.0002510838,0.6151122,0.1919587,0.07626443,0.003113188,0.1101201],"study_design_scores_gemma":[0.00004324517,0.0005112717,0.001732152,0.0001348961,0.000055738,0.0004378371,0.0002883387,0.9221917,0.02524776,0.01976907,0.02955227,0.00003569273],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.03907038,0.0006514043,0.9380522,0.0003335104,0.00006409563,0.0001942842,0.000114138,0.0002867164,0.02123322],"genre_scores_gemma":[0.6444569,0.001106909,0.3411773,0.000132788,0.00002560975,0.0002926127,0.000154014,0.00008071043,0.01257315],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.002893903,"threshold_uncertainty_score":0.009681046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005010004860451713,"score_gpt":0.2024869387256326,"score_spread":0.1974769338651809,"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."}}