{"id":"W4396508134","doi":"10.22215/etd/2024-15942","title":"Investigation of the Axial and Torsional Low-Cycle Fatigue Properties of Notched High Strength Steels for Application to Landing Gear Fuse Pins","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Fatigue and fracture mechanics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Fuse (electrical); Structural engineering; Materials science; Residual stress; Torsion (gastropod); Parametric statistics; Ultimate tensile strength; Goodman relation; Ductility (Earth science); Stress concentration; Composite material; Engineering; Finite element method; Creep; Mathematics","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":[0.000437554,0.0002265676,0.0001858003,0.0003122721,0.0001495129,0.0002115242,0.0003225906,0.0003164668,0.001087146],"category_scores_gemma":[0.0007649656,0.0001310036,0.0001949906,0.0001666906,0.0001544532,0.0003577929,0.0001096996,0.0001583033,0.0003120768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002572106,"about_ca_system_score_gemma":0.0002438991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001285534,"about_ca_topic_score_gemma":0.003841374,"domain_scores_codex":[0.9998406,0.00001761299,0.000006803545,0.00001850043,0.00009967804,0.00001682316],"domain_scores_gemma":[0.9995387,0.0001161386,0.00007079804,0.00004026682,0.0002138087,0.0000204458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001326302,0.00006122495,0.008255095,0.0001694271,0.00001268381,0.00009940065,0.0001106082,0.01947595,0.9453956,0.0001031872,0.0000984018,0.0260857],"study_design_scores_gemma":[0.000009679251,0.002772459,0.06987326,0.00002784615,0.00004256995,0.0003117707,0.0002453318,0.08500741,0.8397968,0.0001289881,0.001748296,0.00003556917],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943039,0.0001842243,0.004338327,0.00001709996,0.000003688783,0.00001246748,0.00007745196,0.0000424252,0.001020372],"genre_scores_gemma":[0.997837,0.0001080104,0.001309008,0.00000362246,8.348862e-7,0.000004284803,0.00005842765,0.000008170896,0.0006706357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001285534,"threshold_uncertainty_score":0.003636897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01526954003857058,"score_gpt":0.2196743406495652,"score_spread":0.2044048006109946,"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."}}