{"id":"W4248185726","doi":"10.1007/978-1-4614-6170-8_100208","title":"Strain Model","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Elasticity and Material Modeling","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Strain (injury); Computer science; Medicine; 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":[0.00003006367,0.0001616193,0.0001652891,0.00003849647,0.00001381652,0.00001833557,0.00007406442,0.0002144685,0.0005785101],"category_scores_gemma":[0.000001509272,0.0001612286,0.00004548538,0.000001885346,0.000009944231,0.00001744927,0.00001764608,0.0001344317,0.0003567204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001830736,"about_ca_system_score_gemma":0.000006368531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001016811,"about_ca_topic_score_gemma":0.000007645604,"domain_scores_codex":[0.9995906,6.563957e-7,0.0001309499,0.00009751809,0.00006946203,0.000110838],"domain_scores_gemma":[0.9998003,0.000008674694,0.00001037128,0.0001262909,0.00001191142,0.00004251134],"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":[5.880138e-7,2.689023e-7,2.256814e-9,0.00006138472,0.00001325028,7.062526e-7,0.000008583256,0.4384872,0.0007641872,0.5580072,0.001254522,0.001402106],"study_design_scores_gemma":[0.00004827032,0.000006114324,1.922808e-8,0.00006690111,0.00001839821,0.000001219279,3.598624e-7,0.8861818,0.0001141172,0.07307939,0.04024366,0.0002396987],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000008506461,0.00002057083,0.4041508,0.000004490519,0.000161711,0.00002963543,0.00002197206,0.0002648854,0.5953375],"genre_scores_gemma":[0.02750891,0.00007797044,0.006007871,0.00009363935,0.0003228959,0.000002820389,0.00003720078,0.0001161502,0.9658325],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4849278,"threshold_uncertainty_score":0.6574713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01867911726651544,"score_gpt":0.180425627602291,"score_spread":0.1617465103357755,"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."}}