{"id":"W4386689710","doi":"10.4028/p-r5wvly","title":"Analytical Modeling of Shrink-Fitted FGM Thick-Walled Cylinder","year":2023,"lang":"en","type":"article","venue":"International journal of engineering research in Africa","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Elasticity (physics); Residual stress; Rotational symmetry; Materials science; Mechanics; Linear elasticity; Functionally graded material; Cylinder; Interference fit; Plane stress; Structural engineering; Material properties; Composite material; Finite element method; Geometry; Mathematics; Engineering; 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":[0.001080357,0.00009951637,0.0002343564,0.001951374,0.00001546165,0.00004833531,0.0004568687,0.00007416746,0.0000488072],"category_scores_gemma":[0.0002605477,0.00009268336,0.0001233704,0.001147139,0.00001885026,0.0001492596,0.00007742019,0.0005530262,0.000005675229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001852914,"about_ca_system_score_gemma":0.00004260959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009600649,"about_ca_topic_score_gemma":0.000002985732,"domain_scores_codex":[0.9980401,0.00003321745,0.0005789838,0.00009732329,0.0009823394,0.0002680593],"domain_scores_gemma":[0.9988291,0.000247683,0.000046889,0.0001159017,0.0006757388,0.00008470733],"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":[0.00002590053,0.0000168989,0.0002955235,0.00002120668,0.0001836069,0.00007850141,0.000288147,0.9949897,0.002577484,0.0006007594,0.000221333,0.0007009577],"study_design_scores_gemma":[0.0003413692,0.00002670367,0.0007804965,0.0001354648,0.000008660486,0.00001306077,0.0000633175,0.997409,0.0002672287,0.0004096541,0.0004686811,0.00007639853],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.874909,0.0008394228,0.115946,0.001153333,0.001352002,0.0001742975,0.00001326481,0.0001482685,0.005464417],"genre_scores_gemma":[0.9977569,0.0002736018,0.001701222,0.000002380467,0.0002071521,0.000002040051,0.000005434858,0.00002220169,0.00002909209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1228478,"threshold_uncertainty_score":0.3779518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06280954718491655,"score_gpt":0.3379417674417456,"score_spread":0.2751322202568291,"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."}}