{"id":"W2226495331","doi":"10.5539/mas.v10n2p90","title":"Axial Crushing Behavior of Aluminum Square Tube with Origami Pattern","year":2016,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hammer; Square (algebra); Tube (container); Materials science; Span (engineering); Structural engineering; Finite element method; Composite material; Engineering; Geometry; Mathematics; Metallurgy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0001202903,0.0002347812,0.0001697953,0.0002519524,0.0002106385,0.00025865,0.0003788199,0.000429677,0.001555034],"category_scores_gemma":[0.0004268381,0.0001569707,0.000216067,0.0002509269,0.0002310568,0.0002593154,0.0001790534,0.0001956747,0.000236952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002179678,"about_ca_system_score_gemma":0.0001260414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001129542,"about_ca_topic_score_gemma":0.001452761,"domain_scores_codex":[0.9998975,0.000006119315,0.000006511207,0.00001841087,0.00004851256,0.00002296318],"domain_scores_gemma":[0.9997944,0.00004049945,0.00005022632,0.00002720623,0.00006474281,0.0000229356],"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":[0.0003082289,0.00005440439,0.001595599,0.0001325514,0.00001617868,0.0005885601,0.0003041044,0.03441478,0.9506674,0.0006171764,0.0003719174,0.01092898],"study_design_scores_gemma":[0.0000178982,0.0009725103,0.009427597,0.00002189257,0.00002306355,0.0001841997,0.0002337982,0.2826601,0.7046418,0.0002433708,0.001530946,0.00004281145],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961356,0.0001425784,0.00215036,0.0000421009,0.00001624875,0.000007661361,0.00006056352,0.00005555459,0.001389242],"genre_scores_gemma":[0.9976028,0.00007905878,0.00118078,0.000009908246,0.000002023655,0.000005064736,0.00005738701,0.000007004857,0.001056008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001555034,"threshold_uncertainty_score":0.005202055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006245531171234683,"score_gpt":0.1921129019414764,"score_spread":0.1858673707702417,"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."}}