{"id":"W2898960530","doi":"10.1115/detc2018-86028","title":"Damage Assessment on the Surface and Honeycomb Core of the Aluminum Sandwich Panel Subjected to Low-Velocity Impact","year":2018,"lang":"en","type":"article","venue":"","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada; Queen's University","funders":"","keywords":"Sandwich panel; Materials science; Honeycomb structure; Indentation; Core (optical fiber); Honeycomb; Sandwich-structured composite; Stiffness; Composite material; Deformation (meteorology); Aluminium; Structural engineering; Composite number; 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":[],"consensus_categories":[],"category_scores_codex":[0.00009418809,0.0001297095,0.0001248768,0.00001730189,0.00009006164,0.00003095233,0.0001995235,0.00004086832,0.0002451114],"category_scores_gemma":[0.000009367685,0.00006431743,0.00005198326,0.0001722653,0.00006289992,0.00002117543,0.00007898431,0.0001273356,0.000005498905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003231932,"about_ca_system_score_gemma":0.00001731051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002381953,"about_ca_topic_score_gemma":0.0001793281,"domain_scores_codex":[0.9994366,0.00002877395,0.0001135888,0.0001101809,0.0001531451,0.000157716],"domain_scores_gemma":[0.999464,0.00007221288,0.00001831766,0.000353935,0.00003943675,0.000052126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00003817595,0.00002889345,0.02794385,0.00003459167,0.0001313329,0.000001495198,0.001038355,0.002869891,0.9588541,0.001057264,0.007159973,0.0008421002],"study_design_scores_gemma":[0.0001800087,0.00009333862,0.7532991,0.00002015751,0.00001406803,0.00000325142,0.0001075484,0.01139304,0.2344819,0.000147567,0.0001395612,0.0001204731],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917487,0.00001691515,0.0004507819,0.0001193183,0.0001396447,0.0002145452,0.0000165892,0.00005389376,0.007239636],"genre_scores_gemma":[0.9994913,0.000003532768,0.0002142356,0.00009196907,0.00003954794,0.000001553752,0.000002703687,0.00001431584,0.0001408259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7253552,"threshold_uncertainty_score":0.2683797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.015729545945,"score_gpt":0.2519561490460704,"score_spread":0.2362266031010704,"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."}}