{"id":"W2624602534","doi":"10.5006/c2013-02119","title":"Fatigue Fracture of a Stainless Steel Rotary Valve Shaft","year":2013,"lang":"en","type":"article","venue":"","topic":"Mechanical Failure Analysis and Simulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Chemicals (Canada)","funders":"","keywords":"Materials science; Metallurgy; Carbon steel; Fracture (geology); Corrosion; Composite material","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":[0.0002575726,0.0002017442,0.0002627075,0.0003650448,0.0004121865,0.0002292856,0.0004712687,0.0007047044,0.001724882],"category_scores_gemma":[0.000493185,0.0001581621,0.0003591875,0.0001526376,0.0004147267,0.0001373681,0.0002095758,0.0001978428,0.0001860034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004459898,"about_ca_system_score_gemma":0.0002973055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005318634,"about_ca_topic_score_gemma":0.006106556,"domain_scores_codex":[0.999836,0.0000120753,0.000008337826,0.00002844953,0.00007981,0.00003527249],"domain_scores_gemma":[0.9998168,0.00005403718,0.00002980223,0.00002362845,0.00004943743,0.00002624856],"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":[0.0008341621,0.000128895,0.02829957,0.0001895223,0.00005127416,0.007226135,0.0006011305,0.08288948,0.8510426,0.0008906061,0.0005458543,0.02730073],"study_design_scores_gemma":[0.00009751184,0.004089674,0.1578997,0.00005179082,0.00004263541,0.004009406,0.001065712,0.4145003,0.4145384,0.0004939971,0.003127787,0.00008311521],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997995,0.00003685717,0.001484504,0.000009632435,0.000006042172,0.00000577873,0.00005279621,0.00004168411,0.0003676197],"genre_scores_gemma":[0.9987044,0.00001094902,0.0007558895,0.000002735522,6.042653e-7,0.000002172967,0.00003195858,0.000003354759,0.0004879168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005318634,"threshold_uncertainty_score":0.01057535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01100660460758048,"score_gpt":0.2218948242049431,"score_spread":0.2108882195973626,"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."}}