{"id":"W4313547917","doi":"10.1016/j.jmbbm.2022.105647","title":"Fitting mechanical properties of the aortic wall and individual layers to experimental tensile tests including residual stresses","year":2022,"lang":"en","type":"article","venue":"Journal of the mechanical behavior of biomedical materials/Journal of mechanical behavior of biomedical materials","topic":"Elasticity and Material Modeling","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Materials science; Residual stress; Composite material; Ultimate tensile strength; Strain (injury); Tension (geology); Stress (linguistics); Strain energy; Adventitia; Layer (electronics); Structural engineering; Finite element method","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005138066,0.0006428141,0.002426789,0.0005443118,0.0003056995,0.0001097447,0.002516625,0.0005626839,0.0008081698],"category_scores_gemma":[0.001652698,0.0004060499,0.0005798437,0.0006662324,0.0006712741,0.0003023603,0.002472864,0.0009968114,0.000001598797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002701727,"about_ca_system_score_gemma":0.0003695264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007453259,"about_ca_topic_score_gemma":0.000002500207,"domain_scores_codex":[0.9884098,0.001025517,0.005580055,0.0004196435,0.003763201,0.0008018187],"domain_scores_gemma":[0.9948317,0.0003981413,0.002890858,0.0005936512,0.0005404761,0.0007451344],"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":[0.00101257,0.001357599,0.00002987329,0.0003849988,0.0002055243,0.00008436687,0.0003434872,0.00004670612,0.9953735,0.0002113232,0.0001734697,0.0007766067],"study_design_scores_gemma":[0.002244907,0.00323226,0.0006427028,0.001640915,0.001253552,0.001019208,0.0008834499,0.00004156408,0.9882913,0.0002599935,0.00008609763,0.0004040544],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900354,0.0002597191,0.0002271095,0.0007748692,0.007299338,0.0007900224,0.0005808152,0.00003200176,7.614182e-7],"genre_scores_gemma":[0.9963588,0.00006289763,0.002710828,0.0001110597,0.0005826304,0.00005638762,0.000007005074,0.000105858,0.000004564076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007082177,"threshold_uncertainty_score":0.9998391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04217673973004844,"score_gpt":0.2686776400601999,"score_spread":0.2265009003301515,"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."}}