{"id":"W2238967640","doi":"10.4271/2006-01-3142","title":"An Automated Fuselage Panel Assembly and Riveting Cell - Validation and Testing","year":2006,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bombardier (Canada)","funders":"Engineering and Physical Sciences Research Council","keywords":"Rivet; Fuselage; Computer science; Engineering; Structural 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001095798,0.0004788698,0.0006874619,0.000614749,0.0005486706,0.0005668028,0.001149224,0.0007359423,0.006881043],"category_scores_gemma":[0.001296359,0.000273818,0.0003045546,0.0003446149,0.0003606439,0.0005447561,0.0005542532,0.0003838975,0.002659306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000488022,"about_ca_system_score_gemma":0.0006817423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001601841,"about_ca_topic_score_gemma":0.002415029,"domain_scores_codex":[0.9980908,0.0002198713,0.00007346443,0.0001775763,0.001311035,0.0001272683],"domain_scores_gemma":[0.9979575,0.0004253709,0.0001443768,0.000532658,0.0008559478,0.00008409462],"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":[0.0007459738,0.0004895742,0.005401701,0.0003930993,0.00005343364,0.0006455406,0.000527228,0.04490175,0.7642295,0.001458096,0.004277746,0.1768763],"study_design_scores_gemma":[0.0001427691,0.00283675,0.01040039,0.00003328061,0.00003717369,0.0006454141,0.0001128653,0.06510376,0.8882926,0.0002038335,0.03211709,0.00007408801],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6691656,0.0002666037,0.302294,0.0001221884,0.0001171024,0.001078205,0.002046162,0.008262776,0.01664722],"genre_scores_gemma":[0.842423,0.000111465,0.1352405,0.00007160044,0.0000232516,0.0005841604,0.001789646,0.0005033362,0.01925306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006881043,"threshold_uncertainty_score":0.02301931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01235178696276968,"score_gpt":0.225525967681239,"score_spread":0.2131741807184694,"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."}}