{"id":"W1984009101","doi":"10.1016/j.ijfatigue.2008.12.004","title":"Stress intensity factor for an embedded elliptical crack under arbitrary normal loading","year":2008,"lang":"en","type":"article","venue":"International Journal of Fatigue","topic":"Numerical methods in engineering","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Stress intensity factor; Materials science; Structural engineering; Intensity (physics); Composite material; Mechanics; Engineering; Fracture mechanics; Physics; Optics","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":[0.0001484013,0.0001623661,0.0002600556,0.0001891187,0.0000363827,0.00003780364,0.0004260893,0.00008539145,0.0000669923],"category_scores_gemma":[0.0002130595,0.0001545525,0.0001548935,0.00007465159,0.00004860079,0.0005253492,0.00002932527,0.000383634,0.000004100813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001459552,"about_ca_system_score_gemma":0.00003210128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002303697,"about_ca_topic_score_gemma":9.746353e-7,"domain_scores_codex":[0.9987603,0.00002362919,0.0004905121,0.0001082752,0.0004009009,0.0002164177],"domain_scores_gemma":[0.9989618,0.0002528999,0.0001017368,0.0001090014,0.0003972118,0.0001773493],"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":[0.0004835563,0.0003759023,0.008270843,0.0001151926,0.001409749,0.0004482704,0.002357264,0.8465921,0.1026429,0.002311309,0.001537753,0.03345517],"study_design_scores_gemma":[0.004087278,0.0009037927,0.06081821,0.0006544073,0.0001173105,0.003165454,0.000843589,0.6319107,0.2861373,0.006375637,0.003416819,0.00156955],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4340802,0.0000595088,0.5633639,0.00006455552,0.002038054,0.00004956218,0.00002654996,0.00005251768,0.0002651395],"genre_scores_gemma":[0.8755465,0.00003242175,0.1234042,0.00007024566,0.0008887691,0.000002554822,0.000004599267,0.00003508345,0.00001563477],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4414663,"threshold_uncertainty_score":0.630247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08122311644787408,"score_gpt":0.3357658501994417,"score_spread":0.2545427337515676,"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."}}