{"id":"W2097547598","doi":"10.1080/15376490590928525","title":"Long-Wave In-Plane Buckling of Elastic Square Honeycombs","year":2005,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University","keywords":"Buckling; Square (algebra); Instability; Bifurcation; Materials science; Compression (physics); Plane (geometry); Elastic instability; Honeycomb; Mechanics; Shear (geology); Structural engineering; Geometry; Composite material; Mathematics; Physics; Nonlinear system; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005331949,0.000167848,0.0003584684,0.00009908814,0.00002017669,0.00001422104,0.00008534826,0.00008231056,0.0001005556],"category_scores_gemma":[0.0000107103,0.0001540658,0.00003016243,0.00006642336,0.00001595558,0.00007309854,0.00003696282,0.00007017805,3.347382e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001315094,"about_ca_system_score_gemma":0.000005436244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001056728,"about_ca_topic_score_gemma":0.00003477472,"domain_scores_codex":[0.9992051,0.00001393097,0.0003507131,0.0001403291,0.0001130269,0.0001768776],"domain_scores_gemma":[0.9996804,0.00002698363,0.00007185958,0.0001562881,0.00002624727,0.00003823855],"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":[0.00005732346,0.000004945593,0.00001441386,0.0003132813,0.0000168039,0.000004227265,0.000162623,0.03655221,0.9531895,0.004746618,0.000003120107,0.004934966],"study_design_scores_gemma":[0.0004761174,0.00006001043,0.001364855,0.00006968881,0.00001499521,0.00002038679,0.0000504294,0.00111256,0.9837261,0.01287311,0.0000711223,0.0001605866],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949206,0.001420048,0.002973505,0.000005911492,0.0003820808,0.0001226979,0.00007146229,0.00003681712,0.00006689566],"genre_scores_gemma":[0.9953862,0.0002703055,0.00422413,0.000006986267,0.00005981259,0.000002858978,0.00002256914,0.00002281594,0.000004256523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03543964,"threshold_uncertainty_score":0.628262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004481989745086861,"score_gpt":0.1929855832347498,"score_spread":0.188503593489663,"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."}}