{"id":"W4241388951","doi":"10.32920/ryerson.14646639","title":"On the Fatigue and Fracture of Bladed and Integrally Bladed Rotors of Aircraft Engine Compressors","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Mechanical stress and fatigue analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Fretting; Integrally closed; Structural engineering; Fracture mechanics; Fracture (geology); Gas compressor; Materials science; Mechanics; Engineering; Mechanical engineering; Composite material; Physics","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":[0.0001165981,0.0002737809,0.000636861,0.0001299141,0.0000228985,0.00003434141,0.0002187699,0.0002880827,0.0004197285],"category_scores_gemma":[0.00008821445,0.0001734017,0.0001551771,0.0001583446,0.00006715399,0.00002446426,0.0002161732,0.0006051903,2.634519e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000838797,"about_ca_system_score_gemma":0.000009315867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003544894,"about_ca_topic_score_gemma":0.00006647558,"domain_scores_codex":[0.9989088,0.0000514623,0.000414093,0.0002622469,0.0002217713,0.0001416604],"domain_scores_gemma":[0.9990043,0.0003015818,0.0001092989,0.0004355962,0.00007208347,0.00007712081],"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":[0.0001246391,0.0004334067,0.001856002,0.006461549,0.007902203,0.00003526791,0.004435433,0.8917165,0.03883502,0.01986698,0.0050166,0.02331639],"study_design_scores_gemma":[0.001003933,0.0002036504,0.006443426,0.002516463,0.0008747369,0.000002866762,0.001449099,0.6479504,0.3322287,0.005738962,0.00044259,0.001145138],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9399888,0.001885494,0.0552666,0.0005128407,0.0001159137,0.0004649568,0.00006225915,0.00008334636,0.001619825],"genre_scores_gemma":[0.997333,0.001313972,0.001159478,0.00005487728,0.00002010624,0.00002305579,0.00003495738,0.00002348351,0.00003706952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2933937,"threshold_uncertainty_score":0.7071115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01905647963743985,"score_gpt":0.222475358738617,"score_spread":0.2034188791011772,"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."}}