{"id":"W2560369407","doi":"10.4028/www.scientific.net/ssp.258.306","title":"Surface Roughness Effects on the Fatigue Behavior of As-Machined Inconel718","year":2016,"lang":"en","type":"article","venue":"Diffusion and defect data, solid state data. Part B, Solid state phenomena/Solid state phenomena","topic":"Mechanical Failure Analysis and Simulation","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; Université Laval; École de Technologie Supérieure","funders":"","keywords":"Materials science; Surface roughness; Surface finish; Residual stress; Bending; Composite material; Amplitude; Structural engineering; Optics; 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":[0.00019181,0.0001733797,0.0001874906,0.0002963086,0.000126008,0.0002189751,0.0001438542,0.000307878,0.0007307028],"category_scores_gemma":[0.0006843884,0.0001413768,0.0002035473,0.0001828717,0.0001636425,0.0002095618,0.00008951051,0.0001326207,0.0001170018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001286428,"about_ca_system_score_gemma":0.0000500529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000808409,"about_ca_topic_score_gemma":0.001932888,"domain_scores_codex":[0.9997848,0.00002268014,0.00001355595,0.0000393587,0.00009329821,0.00004627957],"domain_scores_gemma":[0.9994892,0.000156583,0.000110997,0.00005876746,0.0001618879,0.00002241291],"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":[0.0002461067,0.00003294375,0.008065361,0.00007575584,0.00002038894,0.0001796572,0.00008092551,0.003420504,0.9789505,0.00003394304,0.00008126286,0.008812607],"study_design_scores_gemma":[0.00002304143,0.002401848,0.2304458,0.00001420671,0.00008512732,0.0004723619,0.0002458941,0.02237608,0.7421427,0.0000485275,0.00169867,0.00004569937],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994461,0.0001087318,0.0002980524,0.000003298783,0.000002386329,0.000001625421,0.00002670999,0.0000115402,0.0001015108],"genre_scores_gemma":[0.9995375,0.00002996296,0.0002477302,0.000002904363,9.917143e-7,0.000001572872,0.00004185234,0.000004452607,0.0001332079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000808409,"threshold_uncertainty_score":0.002444386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03756231833499513,"score_gpt":0.2981422680615643,"score_spread":0.2605799497265692,"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."}}