{"id":"W2910673135","doi":"10.2514/6.2019-1522","title":"Reducing Stress Concentration in the Transition Region of Coilable Ultra-Thin-Shell Booms","year":2019,"lang":"en","type":"article","venue":"AIAA Scitech 2019 Forum","topic":"Structural Analysis and Optimization","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Air Force Research Laboratory; Keck Institute for Space Studies; Natural Sciences and Engineering Research Council of Canada; California Institute of Technology","keywords":"Boom; Stress (linguistics); Shell (structure); Materials science; Composite material; Geology; Oceanography","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":[0.0001405935,0.0002770677,0.0002221919,0.0002061766,0.0001817455,0.0002612792,0.0002457855,0.0002781182,0.0004601681],"category_scores_gemma":[0.0002697118,0.0001467156,0.0002091266,0.0001319293,0.0003729165,0.0002371064,0.0002283131,0.0002296258,0.0000752203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002321939,"about_ca_system_score_gemma":0.0001929409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009476736,"about_ca_topic_score_gemma":0.001518189,"domain_scores_codex":[0.9999421,0.000006691364,0.000002902354,0.00001041793,0.0000181,0.00001982191],"domain_scores_gemma":[0.9998214,0.00004309586,0.00007036311,0.00001578694,0.00003127452,0.00001822449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002269579,0.00005277938,0.003266064,0.00007769476,0.00001273687,0.0001899993,0.00009968311,0.05049555,0.9390047,0.0004411108,0.00008584457,0.006046799],"study_design_scores_gemma":[0.00003345816,0.0008972561,0.02814378,0.00001975879,0.00002727693,0.0001578217,0.0001637787,0.3498079,0.6192636,0.000380181,0.001066121,0.00003921904],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893844,0.00008543646,0.009967429,0.00001635999,0.000004821401,0.000004659997,0.00001975344,0.00005526713,0.0004619287],"genre_scores_gemma":[0.9978035,0.00003449362,0.001970012,0.000004370787,9.99793e-7,0.000004331016,0.00001947522,0.000005693991,0.000157084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009476736,"threshold_uncertainty_score":0.001884282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004972906756741413,"score_gpt":0.185821900051019,"score_spread":0.1808489932942775,"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."}}