{"id":"W2916029600","doi":"10.1016/j.ijfatigue.2019.02.046","title":"Surface fatigue cracking of plasma nitrided cast iron D6510 under cyclic inclined contact stresses","year":2019,"lang":"en","type":"article","venue":"International Journal of Fatigue","topic":"Metal and Thin Film Mechanics","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Cracking; Composite material; Fatigue cracking; Nitriding; Metallurgy; Cast iron; Cyclic stress; Layer (electronics)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002776445,0.0001760504,0.0003477834,0.0001896278,0.00001854505,0.00004351014,0.000482018,0.00009459363,0.0003605603],"category_scores_gemma":[0.000111767,0.0001558589,0.0001615614,0.0001101019,0.00001566345,0.0003557234,0.00005652397,0.000328637,0.00002590797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001016056,"about_ca_system_score_gemma":0.00005453776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003726223,"about_ca_topic_score_gemma":0.00001398241,"domain_scores_codex":[0.9982583,0.00004086043,0.0007755815,0.0001091007,0.0006544465,0.0001617138],"domain_scores_gemma":[0.9987703,0.0001725507,0.0003922459,0.0001404182,0.0004388823,0.00008560056],"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":[0.0002578104,0.000202296,0.01636697,0.0001965662,0.001090217,0.0001204092,0.00062588,0.354288,0.6141092,0.007634223,0.001021173,0.004087157],"study_design_scores_gemma":[0.006411138,0.0005468464,0.0134922,0.001868597,0.0001568557,0.0004324454,0.001258203,0.112741,0.8547575,0.004280776,0.003248265,0.0008061314],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884698,0.0002206575,0.005136644,0.0001278699,0.004374116,0.00008927684,0.00006100958,0.00002684461,0.00149376],"genre_scores_gemma":[0.9980854,0.0001424722,0.001302017,0.00003633195,0.0001892292,6.013526e-7,0.00001636728,0.00002910456,0.0001984386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.241547,"threshold_uncertainty_score":0.635574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03255760061316764,"score_gpt":0.2808032030101804,"score_spread":0.2482456023970128,"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."}}