{"id":"W2024073542","doi":"10.1007/s00707-014-1102-8","title":"Elasto-plastic analysis of critical fracture stress and fatigue fracture prediction","year":2014,"lang":"en","type":"article","venue":"Acta Mechanica","topic":"Fatigue and fracture mechanics","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Solid mechanics; Fracture mechanics; Materials science; Fracture (geology); Stress (linguistics); Structural engineering; Crack growth resistance curve; Stress intensity factor; Crack closure; Mechanics; Composite material; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004343783,0.0004982834,0.0005228935,0.0009155649,0.0003941098,0.0004391121,0.0007815477,0.000829326,0.002154172],"category_scores_gemma":[0.002039829,0.0003612472,0.0005317722,0.0005042607,0.0005662612,0.0006617274,0.0004806286,0.0005678353,0.0002640027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004619864,"about_ca_system_score_gemma":0.000500939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006190742,"about_ca_topic_score_gemma":0.004983073,"domain_scores_codex":[0.9998555,0.00003674696,0.000006894509,0.00002659547,0.00004709592,0.00002712175],"domain_scores_gemma":[0.9993094,0.0004516703,0.0000446079,0.00004311198,0.0001258881,0.00002536398],"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":[0.00007829294,0.00006428911,0.001502769,0.00004906246,0.00001991956,0.0001292513,0.0000398031,0.9646339,0.009594391,0.005572879,0.0003126889,0.01800273],"study_design_scores_gemma":[0.000001031057,0.000006117182,0.0003551364,0.000001441672,0.000002431449,0.000008465979,0.00000359314,0.9981096,0.000852853,0.0006117348,0.00004506913,0.000002530425],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.477829,0.001123087,0.5055901,0.0004238268,0.00009771113,0.00006632053,0.0001815982,0.0003604655,0.01432794],"genre_scores_gemma":[0.9900925,0.0001389662,0.007306295,0.00002047249,0.00002034588,0.00001811935,0.00003510207,0.0000365267,0.002331822],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006190742,"threshold_uncertainty_score":0.01230943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007822373908438452,"score_gpt":0.223298271573543,"score_spread":0.2154758976651046,"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."}}