{"id":"W1984877401","doi":"10.1016/j.engfailanal.2008.10.006","title":"A comparative study on application of design codes for prediction of fatigue life of a mining dragline cluster","year":2008,"lang":"en","type":"article","venue":"Engineering Failure Analysis","topic":"Mechanical Failure Analysis and Simulation","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Boom; Swing; Structural engineering; Engineering; Cluster (spacecraft); Computer science; Mechanical 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003185371,0.0001686031,0.0007920354,0.0005481115,0.00002773044,0.000003824679,0.0001151372,0.00008012196,0.000009278046],"category_scores_gemma":[0.00009615376,0.0001610965,0.0002831336,0.001165121,0.00001595784,0.0000707947,0.00001088629,0.0000722073,4.788707e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002531396,"about_ca_system_score_gemma":0.00001191497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001596452,"about_ca_topic_score_gemma":0.00001939504,"domain_scores_codex":[0.9986606,0.00004013332,0.0007295859,0.0001900779,0.0002572637,0.0001223003],"domain_scores_gemma":[0.9988666,0.0004002342,0.0001820257,0.0002946123,0.0002015909,0.00005499402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003496316,0.0001288859,0.003146901,0.00006759119,0.00218384,1.43125e-7,0.001389056,0.9778855,0.01494394,0.00009000745,0.0000788252,0.000050383],"study_design_scores_gemma":[0.0004870188,0.0002507378,0.005946431,0.00002128491,0.001225114,1.500864e-7,0.0003297204,0.9759215,0.0156793,0.000004958949,0.00002974825,0.0001040507],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3695503,0.00003179445,0.6300324,0.000007999711,0.00001141605,0.0002902156,0.00003145346,0.00003746187,0.000006988292],"genre_scores_gemma":[0.977872,0.000004336855,0.021915,0.000002032674,0.00003281958,0.00007536577,0.00007544096,0.0000174431,0.000005537752],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6083218,"threshold_uncertainty_score":0.6569326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04112797575567676,"score_gpt":0.2644838399677197,"score_spread":0.223355864212043,"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."}}