{"id":"W173393320","doi":"10.1007/978-3-642-33968-4_15","title":"Comparisons of Contact Forces during Oblique Impact: Experimental vs. Continuum and Finite Element Results","year":2012,"lang":"en","type":"book-chapter","venue":"Lecture notes in applied and computational mechanics","topic":"High-Velocity Impact and Material Behavior","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Fredericton","funders":"","keywords":"Oblique case; Finite element method; Contact force; Materials science; Mechanics; Structural engineering; Engineering; Classical mechanics; Physics; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004055206,0.0003780437,0.0005333626,0.000916511,0.0005954306,0.0005414176,0.000629126,0.0004860941,0.008068644],"category_scores_gemma":[0.001782704,0.000239886,0.0002835331,0.00147456,0.0007996858,0.0007231988,0.0005254734,0.000394519,0.0008434457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002358496,"about_ca_system_score_gemma":0.0002867444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002281593,"about_ca_topic_score_gemma":0.001964158,"domain_scores_codex":[0.9993709,0.00004549567,0.00004800826,0.00007761611,0.0003511962,0.0001067795],"domain_scores_gemma":[0.998822,0.0005499197,0.0001009923,0.0001618757,0.0003051275,0.00005995352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.004763499,0.0009574241,0.008208815,0.0006621014,0.00003111998,0.0003303832,0.0007660007,0.01060363,0.90549,0.0009422603,0.001171836,0.066073],"study_design_scores_gemma":[0.000196937,0.003242976,0.1148388,0.0001148426,0.00009125956,0.0007242226,0.001611889,0.04604573,0.8273774,0.001094679,0.004569785,0.00009131493],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860123,0.0007004483,0.005412635,0.00003133915,0.00003296788,0.00007710713,0.0009925185,0.00009058014,0.006650132],"genre_scores_gemma":[0.9966523,0.000391085,0.001174146,0.000007848589,0.000008016259,0.00002149257,0.0005085142,0.00001977894,0.00121685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008068644,"threshold_uncertainty_score":0.02699232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01608143338113083,"score_gpt":0.2664929246334345,"score_spread":0.2504114912523037,"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."}}