{"id":"W4252729968","doi":"10.1557/proc-873-l2.2/k2.2","title":"Mechanisms Governing the Inelastic Deformation of Cortical Bone","year":2005,"lang":"en","type":"article","venue":"MRS Proceedings","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Materials science; Composite material; Deformation (meteorology); Hysteresis; Tension (geology); Strain (injury); Ultimate tensile strength; Cortical bone; Transverse plane; Structural engineering; Condensed matter physics; Anatomy","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":[0.0002061141,0.0001098486,0.0001449144,0.00004101366,0.00003591351,0.00003149132,0.0001077519,0.00005563139,0.00006817667],"category_scores_gemma":[0.00005496695,0.00008704451,0.00002691446,0.0001214046,0.00002013818,0.0002162243,0.00002826053,0.0001255755,0.000101892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005730625,"about_ca_system_score_gemma":0.000004141682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002302706,"about_ca_topic_score_gemma":5.789719e-7,"domain_scores_codex":[0.9993101,0.000001395382,0.0002624381,0.00007170218,0.0001716918,0.00018267],"domain_scores_gemma":[0.9998043,0.00001826792,0.00004256299,0.00006155571,0.00003719632,0.00003618001],"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":[0.00001147879,0.00001620612,0.00006026358,0.0003287451,0.00003409431,6.883776e-7,0.002175847,0.02311834,0.9450031,0.02539702,0.001793368,0.002060865],"study_design_scores_gemma":[0.000636426,0.0001063476,0.007580157,0.0001929324,0.00008635277,0.00008740411,0.0004734949,0.4265805,0.5480625,0.0009487414,0.01473385,0.0005113195],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793903,0.0001140545,0.01669471,0.0001295115,0.0002561598,0.0001510745,0.000003937259,0.0004149103,0.002845354],"genre_scores_gemma":[0.996033,0.000009028307,0.003730846,0.00001557093,0.00009268223,0.00001847477,0.000001888616,0.00003040156,0.00006815234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4034621,"threshold_uncertainty_score":0.3549572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006151337505713422,"score_gpt":0.1835987512249276,"score_spread":0.1774474137192141,"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."}}