{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003880215,0.0005235171,0.0004704478,0.0001644075,0.000355594,0.0002539633,0.0002904292,0.0005155279,0.00004037128],"category_scores_gemma":[0.0001939148,0.0004955115,0.00006758491,0.0003971658,0.0002475335,0.0006524789,0.000124737,0.0005653444,0.000009940892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009343274,"about_ca_system_score_gemma":0.00001996749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006630216,"about_ca_topic_score_gemma":0.003575815,"domain_scores_codex":[0.9976179,0.00006792924,0.0006544032,0.0007140155,0.0003770544,0.0005686797],"domain_scores_gemma":[0.9988108,0.0002933314,0.0001315832,0.0004856377,0.00007059032,0.0002080817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00002517104,0.00009405483,0.0005387478,0.0001783967,0.000008327562,0.00001251425,0.00002390536,0.007290573,0.9881834,0.0005095967,0.0002367409,0.002898562],"study_design_scores_gemma":[0.0004893302,0.0003841522,0.9925893,0.0001510873,0.00005673806,0.00005063146,0.00004402656,0.0001701373,0.003801821,0.0005661946,0.00106703,0.0006295523],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720047,0.0003024289,0.00002011741,0.000170207,0.00008113344,0.0004473413,0.00002018536,0.008040173,0.01891368],"genre_scores_gemma":[0.9845946,0.0001690435,0.0146609,0.0001291158,0.0001048778,0.00008019115,0.00007946012,0.0001198673,0.00006189746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9920505,"threshold_uncertainty_score":0.9997497,"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."}}