{"id":"W2937592196","doi":"10.1007/s11340-019-00504-4","title":"Measuring Hyperelastic Properties of Hydrogels Using Cavity Expansion Method","year":2019,"lang":"en","type":"article","venue":"Experimental Mechanics","topic":"Elasticity and Material Modeling","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Hyperelastic material; Materials science; Solid mechanics; Compressibility; Self-healing hydrogels; Indentation; Deformation (meteorology); Compression (physics); Ogden; Finite element method; Material properties; Mechanics; Composite material; Structural engineering; Engineering; Physics","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":[0.0004582539,0.0003966697,0.0002057153,0.0002888737,0.0002021079,0.0002342971,0.0003919656,0.0004155251,0.001253719],"category_scores_gemma":[0.0004310758,0.000172809,0.0002009689,0.0003017414,0.0003413626,0.0005945961,0.0004359201,0.000492888,0.0001756864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001720986,"about_ca_system_score_gemma":0.0001870643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002428216,"about_ca_topic_score_gemma":0.0004283062,"domain_scores_codex":[0.9996809,0.00003905416,0.0000109894,0.00008135442,0.0001398557,0.0000479018],"domain_scores_gemma":[0.999598,0.0001718118,0.00008095978,0.00005565648,0.00005814577,0.00003556319],"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":[0.00002578564,0.00002848461,0.0003668539,0.00002288731,0.000002432686,0.00002485285,0.00003464605,0.0004832398,0.9956027,0.0001899739,0.00003081587,0.003187367],"study_design_scores_gemma":[0.000009107633,0.0001556124,0.00534845,0.000005018271,0.00001031607,0.0001210481,0.00004363733,0.01549907,0.9780188,0.0001029055,0.0006646842,0.00002139932],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9382113,0.0002927513,0.05932933,0.00004443722,0.00002085763,0.00004320249,0.0001423122,0.0001523698,0.00176358],"genre_scores_gemma":[0.9718836,0.0002238225,0.02675677,0.00002667983,0.000009101132,0.00007422977,0.00006389603,0.00002141886,0.0009404154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001253719,"threshold_uncertainty_score":0.00419414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05239600019392342,"score_gpt":0.2418877535394978,"score_spread":0.1894917533455744,"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."}}