{"id":"W2800057498","doi":"10.1111/ffe.12826","title":"Fatigue prediction for hoist cables over sheaves in large mining shovel application","year":2018,"lang":"en","type":"article","venue":"Fatigue & Fracture of Engineering Materials & Structures","topic":"Mechanical stress and fatigue analysis","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Alberta; Compute Canada","keywords":"Hoist (device); Shovel; Rubbing; Fretting; Structural engineering; Wire rope; Rope; Engineering; Materials science; Mechanical engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001978598,0.0003304984,0.0005233238,0.0002138057,0.0000730276,0.0000606342,0.0002345924,0.0002652571,0.0002425819],"category_scores_gemma":[0.0001160817,0.000306032,0.00009354553,0.00022968,0.00003132486,0.0001750754,0.00003227272,0.0001155025,8.784199e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000575513,"about_ca_system_score_gemma":0.000009271976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001334096,"about_ca_topic_score_gemma":0.00008538306,"domain_scores_codex":[0.9984015,0.00001807612,0.0006321063,0.0003215177,0.0002159231,0.0004108245],"domain_scores_gemma":[0.9992725,0.0000955102,0.0001283507,0.000339675,0.00008108484,0.00008290754],"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":[0.00006690378,0.00003614402,0.001474806,0.0008631864,0.0001986097,0.000001416497,0.0006298464,0.1901186,0.8004826,0.003624735,0.0007374338,0.001765655],"study_design_scores_gemma":[0.00113642,0.0001376533,0.08156344,0.0003219693,0.000128682,0.000002338222,0.00008068511,0.1361434,0.7736627,0.0009362384,0.005232186,0.000654333],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6310209,0.0002986637,0.3667764,0.00002058835,0.0006302224,0.0004182216,0.0005679054,0.0001981659,0.00006893649],"genre_scores_gemma":[0.9916757,0.00003553944,0.007203256,0.00002294907,0.0005669057,0.0001194633,0.0003010405,0.0000690811,0.000006042808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3606548,"threshold_uncertainty_score":0.9999392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01136346395176279,"score_gpt":0.246132871049418,"score_spread":0.2347694070976552,"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."}}