{"id":"W3012360117","doi":"10.20944/preprints202003.0122.v1","title":"Dynamic Response Mechanism of Thin-Walled Metallic Defensive Structure from Explosion in Transportation","year":2020,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Structural Response to Dynamic Loads","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Education and Child Care","funders":"National Natural Science Foundation of China","keywords":"Hinge; Structural engineering; Mechanism (biology); Digital image correlation; Plastic hinge; Materials science; Deformation (meteorology); Boundary (topology); Engineering; Physics; Composite material; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000128233,0.000307556,0.0001764309,0.0003930746,0.0002752311,0.0003015932,0.0003662141,0.0004961757,0.001877314],"category_scores_gemma":[0.0003440624,0.0002155717,0.0001634744,0.0001773574,0.0006745781,0.0004002267,0.0003658946,0.000250637,0.0003018156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002939695,"about_ca_system_score_gemma":0.0001746178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009881905,"about_ca_topic_score_gemma":0.0009956952,"domain_scores_codex":[0.9998477,0.000008830774,0.000005187657,0.00003194644,0.00007423853,0.00003199657],"domain_scores_gemma":[0.9998546,0.00001817584,0.00003137689,0.00001994342,0.00005473601,0.00002122091],"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":[0.0002329895,0.00004995637,0.006030111,0.0001000771,0.00001091382,0.0008913095,0.0004424011,0.0162551,0.9628251,0.00071312,0.0003812549,0.01206764],"study_design_scores_gemma":[0.00003895105,0.000946029,0.1164979,0.00004524696,0.00003854607,0.001377418,0.00163625,0.1589773,0.7156356,0.001592294,0.003132175,0.00008231409],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899973,0.0001286391,0.006885583,0.00005515926,0.00001559506,0.0000207119,0.0000673856,0.0001001818,0.002729532],"genre_scores_gemma":[0.9977068,0.0000642597,0.00078494,0.00001916696,0.000002480864,0.000007890321,0.00004942572,0.000006957755,0.001358074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001877314,"threshold_uncertainty_score":0.006280243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04789439461219016,"score_gpt":0.2880821631885728,"score_spread":0.2401877685763827,"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."}}