{"id":"W1999392725","doi":"10.1177/1081286506066344","title":"Harmonic Shapes in Finite Elasticity","year":2006,"lang":"en","type":"article","venue":"Mathematics and Mechanics of Solids","topic":"Elasticity and Material Modeling","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Hyperelastic material; Mathematical analysis; Mathematics; Elasticity (physics); Harmonic; Linear elasticity; Cauchy stress tensor; Stress field; Nonlinear system; Physics; Finite element method; Acoustics; Structural engineering; 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":[0.0001090932,0.00009298248,0.0001834208,0.00006554069,0.00001653747,0.00001576494,0.0000476574,0.00006192875,0.00001388455],"category_scores_gemma":[0.00002056493,0.00009190531,0.00002132031,0.00005816793,0.000008534645,0.00004547097,0.00003041042,0.00006510893,0.000003571582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001052773,"about_ca_system_score_gemma":0.000004860924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001940177,"about_ca_topic_score_gemma":0.00002870027,"domain_scores_codex":[0.9994547,0.00000289271,0.0002528352,0.00007032247,0.00007410751,0.0001451931],"domain_scores_gemma":[0.9998102,0.0000611083,0.00002790525,0.00006085016,0.00001696892,0.0000229594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00000779177,0.0001609004,0.00001105467,0.001747876,0.00002453,0.000009046481,0.0006539297,0.2276704,0.2982903,0.4707837,0.00005289752,0.0005875743],"study_design_scores_gemma":[0.0001811771,0.000020602,0.00001686942,0.0001237162,0.00001259607,0.000002652983,0.00003741436,0.8687242,0.02811062,0.1026355,0.00003348267,0.0001011359],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6738684,0.000127945,0.3250583,0.000009514543,0.00008012282,0.00007064952,0.000009269915,0.00005173183,0.0007241254],"genre_scores_gemma":[0.9901146,0.0000863104,0.009731721,0.00000601891,0.00002637693,0.000005456119,0.00000167444,0.00001662633,0.00001123311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6410539,"threshold_uncertainty_score":0.374779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01262150226397241,"score_gpt":0.2001212672255491,"score_spread":0.1874997649615767,"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."}}