{"id":"W2605955780","doi":"10.2514/6.2005-2024","title":"Studies of Residual Stress in Single-Row Countersunk Riveted Lap Joints","year":2005,"lang":"en","type":"article","venue":"46th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Residual stress; Structural engineering; Stress (linguistics); Materials science; Rivet; Composite material; Residual; Computer science; Engineering; Algorithm","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000314168,0.0007599629,0.001234627,0.0004194055,0.0001471066,0.000224904,0.0005313833,0.000379465,0.0002956504],"category_scores_gemma":[0.0001808939,0.0006853851,0.00009498591,0.000272023,0.0004107824,0.0005378656,0.0002602836,0.0003685034,0.000004102998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002961861,"about_ca_system_score_gemma":0.00005670403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001766366,"about_ca_topic_score_gemma":0.001219353,"domain_scores_codex":[0.9965958,0.0001484306,0.001339565,0.000654455,0.000532852,0.0007288925],"domain_scores_gemma":[0.9983492,0.0001460468,0.0004010841,0.0005997542,0.0003311808,0.0001727261],"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":[0.0007233297,0.00007260762,0.003792018,0.004249821,0.0009422987,0.00007684519,0.005273297,0.005061973,0.7446247,0.1758655,0.0006194161,0.05869819],"study_design_scores_gemma":[0.003974755,0.0005693311,0.07788004,0.001458122,0.0002652716,0.0001581351,0.001043366,0.04142294,0.812174,0.05766996,0.0005483837,0.002835711],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951413,0.0007834275,0.0002456223,0.00008184255,0.001103129,0.0006503373,0.001230163,0.0003804075,0.0003837723],"genre_scores_gemma":[0.9929706,0.0005368936,0.005712515,0.00005087055,0.0001988732,0.00002854988,0.0003123705,0.00009049317,0.00009880632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1181955,"threshold_uncertainty_score":0.9995598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02581597691602467,"score_gpt":0.272156422985726,"score_spread":0.2463404460697013,"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."}}