{"id":"W4290502357","doi":"10.3390/machines10080665","title":"Low-Velocity Impact Resistance of Double-Layer Folded Sandwich Structure","year":2022,"lang":"en","type":"article","venue":"Machines","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"China Scholarship Council; National Natural Science Foundation of China","keywords":"Stiffness; Materials science; Core (optical fiber); Composite material; Aluminium; Impact resistance; Finite element method; Layer (electronics); Impact energy; Structural engineering; Sandwich panel; Double layer (biology); Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004510864,0.0001546115,0.0001963336,0.00006781723,0.0001117504,0.00001715501,0.0002223292,0.00003267532,0.001126379],"category_scores_gemma":[0.000002486312,0.0001335088,0.000108756,0.0002160869,0.00001709917,0.00003905057,0.00007729916,0.0002063878,0.000001030946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000518891,"about_ca_system_score_gemma":0.00001287696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007869762,"about_ca_topic_score_gemma":0.0001227568,"domain_scores_codex":[0.9993066,0.00002325031,0.000164673,0.0001333937,0.0002003088,0.0001718304],"domain_scores_gemma":[0.9996397,0.00001658566,0.00003299865,0.0002503934,0.00001874069,0.00004159937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004030411,0.00003262435,0.009438723,0.0002903579,0.0002357184,0.00001841582,0.0009941922,0.1789064,0.7985993,0.0008998535,0.007180055,0.003001289],"study_design_scores_gemma":[0.005896065,0.0002048671,0.2453854,0.00005445685,0.0001697693,0.0001053101,0.000152606,0.05840241,0.6571897,0.01246336,0.01827429,0.001701726],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953991,0.001109727,0.0002110385,0.00002273166,0.0003439757,0.000103744,0.0001665298,0.0001187552,0.002524406],"genre_scores_gemma":[0.9993437,0.000005052451,0.0002232991,0.00001595512,0.00007481184,0.000006299693,0.0000514617,0.00002703946,0.0002523981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2359467,"threshold_uncertainty_score":0.9997867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005487415075969298,"score_gpt":0.2226888726094683,"score_spread":0.217201457533499,"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."}}