{"id":"W7083831278","doi":"10.5683/sp3/yaa1tj","title":"Replication Data for: Larger trabecular bone structural units (BSU) can slow crack growth in idealized 2D extended finite element method (XFEM) models by delaying when the crack tip reaches the cement line","year":2025,"lang":"en","type":"dataset","venue":"Borealis","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Finite element method; Replication (statistics); Line (geometry); Cement; Replicate; Trabecular bone","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":[0.004333695,0.0007535361,0.001221524,0.0003233438,0.0003054585,0.0001433806,0.001578505,0.0004615956,0.00003635709],"category_scores_gemma":[0.002652115,0.000480313,0.0002377217,0.0006305162,0.0001124327,0.0002697601,0.0006842928,0.001033589,6.059699e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004123371,"about_ca_system_score_gemma":0.0006493545,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03066005,"about_ca_topic_score_gemma":0.01437315,"domain_scores_codex":[0.9942269,0.000886803,0.001578614,0.001591362,0.0009192508,0.0007970142],"domain_scores_gemma":[0.9900892,0.001730912,0.0008586611,0.006662406,0.0004870587,0.0001717368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000545995,0.0001037797,0.00001603925,0.0005209489,0.0005415542,0.00002855473,0.0003050491,0.0002328093,0.000145704,0.0001211781,0.9906112,0.006827187],"study_design_scores_gemma":[0.002170155,0.0001303234,0.0001005562,0.0007839023,0.001409934,0.00002779578,0.0002037326,0.01976206,0.001125386,0.00368785,0.9700001,0.0005981899],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00009887366,0.002373286,0.02584096,0.007720983,0.0002374192,0.003254855,0.9603394,0.00006636339,0.00006789209],"genre_scores_gemma":[0.0003009089,0.002360153,0.006759358,0.004150726,0.0003226087,0.001123119,0.9844125,0.00006936627,0.0005012432],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02407314,"threshold_uncertainty_score":0.9997649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06607537965810303,"score_gpt":0.3387076037506518,"score_spread":0.2726322240925487,"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."}}