{"id":"W2055288924","doi":"10.1115/1.4004949","title":"Hermitian Splines for Modeling Biological Soft Tissue Systems That Exhibit Nonlinear Force-Elongation Curves","year":2011,"lang":"en","type":"article","venue":"Journal of Biomechanical Engineering","topic":"Elasticity and Material Modeling","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Curvature; Curve fitting; Nonlinear system; Positive definiteness; Flatness (cosmology); Exponential function; Mathematics; Mathematical analysis; Applied mathematics; Geometry; Physics; Positive-definite matrix; Eigenvalues and eigenvectors","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004305803,0.0002245978,0.0004319019,0.0001787693,0.00004361931,0.00003943393,0.0002147068,0.000203805,0.00001412437],"category_scores_gemma":[0.0001358255,0.0001743239,0.0001417091,0.0001212927,0.000009789026,0.0002726854,0.00003239523,0.0002150316,0.000003940343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005629087,"about_ca_system_score_gemma":0.00001512802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006438157,"about_ca_topic_score_gemma":8.867128e-7,"domain_scores_codex":[0.9986697,0.0000128923,0.000666025,0.0001403342,0.0001823165,0.0003287746],"domain_scores_gemma":[0.9993845,0.00008377396,0.0001093254,0.0001158266,0.0001447929,0.0001617813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004948966,0.00003497669,0.000002328657,0.0008573229,0.00008500898,0.00001602041,0.00007976343,0.7049506,0.2921969,0.0004934152,0.00002507029,0.001209079],"study_design_scores_gemma":[0.0003270483,0.0002006002,0.00000177161,0.0008035091,0.00004369843,0.00009568909,0.00004026793,0.9323246,0.0654361,0.0002050558,0.0002956504,0.0002260448],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1381345,0.001247854,0.8585733,0.00002577392,0.00163344,0.0001988797,0.0000156009,0.0001549299,0.00001579074],"genre_scores_gemma":[0.970657,0.0004533199,0.02807048,0.0000204598,0.0007101626,0.00001500113,0.000008777012,0.00005558634,0.000009197629],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8325225,"threshold_uncertainty_score":0.7108724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06335258114089637,"score_gpt":0.2342044407567583,"score_spread":0.1708518596158619,"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."}}