{"id":"W1612956272","doi":"","title":"The problem of simultaneous actions during assembly","year":2014,"lang":"en","type":"article","venue":"Journal of Computer Applications in Technology","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Workstation; Product (mathematics); Order (exchange); Computer science; Engineering drawing; Mathematical optimization; Engineering; Industrial engineering; Manufacturing engineering; Mathematics; Business; Geometry","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":[0.0001187518,0.00005694075,0.0001160942,0.0002357763,0.00005707411,0.00001229838,0.0002592005,0.0000709829,9.590506e-7],"category_scores_gemma":[0.000006046135,0.00004311795,0.00002592945,0.000276981,0.00003620097,0.00004362564,0.00002594685,0.0001945741,9.234997e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003025183,"about_ca_system_score_gemma":0.000008111812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.050068e-7,"about_ca_topic_score_gemma":0.00000343113,"domain_scores_codex":[0.9994684,0.000008997024,0.0003203829,0.0000484647,0.00006365198,0.0000900669],"domain_scores_gemma":[0.9995077,0.0001100557,0.0001353667,0.0001434918,0.00008953526,0.00001383524],"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":[0.000001810907,0.00002418511,0.0002137531,0.00004168908,0.00001603487,4.060233e-7,0.00003996689,0.8665169,0.000828072,0.004996785,0.00002178179,0.1272986],"study_design_scores_gemma":[0.0008010731,0.0001623325,0.00266976,0.0001175273,0.00003226202,0.0001736583,0.0001102153,0.8231795,0.08766654,0.02442463,0.06040996,0.0002525155],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1467065,0.0001154381,0.852494,0.0001741481,0.00004369986,0.00009641585,3.300538e-7,0.00006446395,0.0003049853],"genre_scores_gemma":[0.94923,0.0001336124,0.05055231,0.00000225884,0.00004827882,0.00001549014,2.855103e-7,0.000008457687,0.000009271549],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8025235,"threshold_uncertainty_score":0.1758299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003847751904937416,"score_gpt":0.2116133995364436,"score_spread":0.2077656476315062,"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."}}