{"id":"W2952927136","doi":"10.1016/j.mechmat.2019.103082","title":"Finite element modeling of the puncture-cutting response of soft material by a pointed blade","year":2019,"lang":"en","type":"article","venue":"Mechanics of Materials","topic":"Adhesion, Friction, and Surface Interactions","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Collège Communautaire du Nouveau-Brunswick; New Brunswick Community College","funders":"","keywords":"Hyperelastic material; Finite element method; Materials science; Fracture (geology); Stress (linguistics); Structural engineering; Stress field; Blade (archaeology); Composite material; 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":[0.0006716901,0.0001495466,0.0003380793,0.00006713148,0.00003470456,0.00001433011,0.0001990651,0.00009694096,0.0006200901],"category_scores_gemma":[0.0001248134,0.0001151912,0.00008480334,0.00009220638,0.000008246077,0.00008935975,0.00006787688,0.00005793831,0.000009170394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003649926,"about_ca_system_score_gemma":0.00002404011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006982385,"about_ca_topic_score_gemma":0.000002793204,"domain_scores_codex":[0.9986931,0.0001226157,0.000667618,0.0001244967,0.000210108,0.0001820406],"domain_scores_gemma":[0.9992153,0.000119026,0.0002097172,0.0003219934,0.0001101961,0.00002374849],"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":[0.0002560776,0.00002022005,0.00000879559,0.0001310376,0.00004268048,9.818645e-8,0.0002983609,0.1357147,0.8631827,0.0001612445,0.0001752171,0.000008806825],"study_design_scores_gemma":[0.0002192967,0.00005856168,0.000009784611,0.0001301773,0.00002564912,0.00000142962,0.0002093576,0.1343076,0.8643584,0.0003687379,0.0002227211,0.00008826416],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755481,0.00003076803,0.02176282,0.00003551052,0.0019302,0.0002594645,0.0003448327,0.00004844047,0.00003990036],"genre_scores_gemma":[0.9991819,0.00002201183,0.0005977261,0.00001079358,0.00003031708,0.000007729608,0.00001626431,0.0000329086,0.0001003977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02363379,"threshold_uncertainty_score":0.6789551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008033469987167849,"score_gpt":0.2060896949881233,"score_spread":0.1980562250009555,"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."}}