{"id":"W2990601334","doi":"10.22215/etd/2008-06187","title":"An examination of faying surface fretting in single lap splices","year":2008,"lang":"en","type":"dissertation","venue":"","topic":"Mechanical stress and fatigue analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Canadian Heritage; Library and Archives Canada","funders":"","keywords":"Fretting; Metallurgy; Art; Engineering; Materials science","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":[0.00009890489,0.000130056,0.0002567385,0.0001092342,0.00002163903,0.00001466567,0.0001109497,0.0001765,0.0001162254],"category_scores_gemma":[0.00001799017,0.0001318853,0.00005393938,0.000223684,0.000003782287,0.0001097268,0.000003470183,0.0001303694,0.000003072211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003137739,"about_ca_system_score_gemma":0.000004628108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003396601,"about_ca_topic_score_gemma":0.001433679,"domain_scores_codex":[0.9992234,0.00002300768,0.0003178405,0.0001513262,0.0001615906,0.0001228541],"domain_scores_gemma":[0.9996703,0.00004182576,0.00007692866,0.0001385853,0.00004103145,0.00003130408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001409302,0.0002762079,0.00244072,0.001639959,0.0002400204,0.00001934346,0.005639415,0.1478766,0.5740225,0.001072351,0.00008329831,0.2666755],"study_design_scores_gemma":[0.000412536,0.0001179246,0.04896933,0.0007742404,0.000150065,7.985362e-7,0.005774986,0.5031688,0.4394334,0.0001213446,0.0001166703,0.0009598517],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737369,0.0003452866,0.000767273,9.329808e-7,0.00007435681,0.00006185444,0.000003884712,0.00006754174,0.02494201],"genre_scores_gemma":[0.9979399,0.0001693462,0.001032735,0.000001695842,0.00002089933,0.000003319923,0.0003443902,0.00002476981,0.0004629597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3552922,"threshold_uncertainty_score":0.5378128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01755946792452084,"score_gpt":0.2417324515466765,"score_spread":0.2241729836221556,"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."}}