{"id":"W2977659918","doi":"10.1115/1.4045029","title":"Closed-Form Stress Intensity Factor Solutions for Surface Cracks With Large Aspect Ratios in Plates","year":2019,"lang":"en","type":"article","venue":"Journal of Pressure Vessel Technology","topic":"Fatigue and fracture mechanics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kinectrics (Canada)","funders":"","keywords":"Stress intensity factor; Materials science; Crack growth resistance curve; Fracture mechanics; Crack closure; Cracking; Pressure vessel; Point (geometry); Mechanics; Structural engineering; Geometry; Composite material; Mathematics; Physics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001974904,0.000167091,0.0004052359,0.0002893813,0.00004452483,0.00002013162,0.0002738517,0.0003152236,0.00003563689],"category_scores_gemma":[0.0000615207,0.000131943,0.00006393441,0.0002596152,0.00002548058,0.0002473334,0.00004259581,0.0006556044,0.000005568624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004319195,"about_ca_system_score_gemma":0.00004061584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003085072,"about_ca_topic_score_gemma":0.00008570289,"domain_scores_codex":[0.999019,0.00001083916,0.0003417594,0.0001236098,0.0001329113,0.0003719084],"domain_scores_gemma":[0.9992745,0.0000811792,0.0001662736,0.0002234842,0.0002134213,0.00004112732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001467305,0.001325969,0.1681482,0.002498063,0.003611166,0.000337669,0.004581623,0.4776975,0.2745119,0.04075602,0.01748091,0.007583684],"study_design_scores_gemma":[0.01388942,0.004071239,0.02446264,0.001630438,0.0006552459,0.0005964529,0.005049214,0.2847842,0.5109776,0.02289994,0.1288528,0.002130894],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9621284,0.002187402,0.03374959,0.0006353924,0.0005958859,0.0003983005,0.00008619147,0.0001442106,0.00007462219],"genre_scores_gemma":[0.9974674,0.0001115186,0.002257778,0.00001989854,0.00004898668,0.000004041148,0.000004436209,0.00002984022,0.00005609645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2364657,"threshold_uncertainty_score":0.5380477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009005810427195369,"score_gpt":0.2159247358496422,"score_spread":0.2069189254224468,"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."}}