{"id":"W2003612330","doi":"10.1080/00207543.2011.631599","title":"Two-sided U-type assembly line balancing problem","year":2011,"lang":"en","type":"article","venue":"International Journal of Production Research","topic":"Assembly Line Balancing Optimization","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Assembly line; Type (biology); Integer programming; Line (geometry); Mathematical optimization; Computer science; Engineering; Mathematics; Mechanical 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":[0.0006104899,0.0009132482,0.0007594436,0.0004640259,0.0004798005,0.001044198,0.000989907,0.001138575,0.005216782],"category_scores_gemma":[0.0007835369,0.0003869115,0.0005638505,0.0006531439,0.0002821982,0.0009083131,0.0007284012,0.0005014646,0.0007364363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003261477,"about_ca_system_score_gemma":0.0006701965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001314785,"about_ca_topic_score_gemma":0.001425496,"domain_scores_codex":[0.9994405,0.0001938223,0.00002361374,0.0001077012,0.0001266778,0.000107767],"domain_scores_gemma":[0.9996636,0.0001359201,0.00006665942,0.00002747389,0.0000709418,0.00003555365],"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":[0.0003913442,0.0001865962,0.001154533,0.0002994109,0.0000704162,0.0003356801,0.00008885132,0.8511437,0.02151001,0.01473302,0.003500169,0.1065863],"study_design_scores_gemma":[0.00006309924,0.0003917175,0.0006453863,0.00001665308,0.00002549274,0.0002060169,0.0000654036,0.983957,0.006288822,0.004602065,0.003718562,0.0000198394],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08709097,0.0003779561,0.8920961,0.0001793894,0.00008057646,0.00014653,0.0002079009,0.0003674508,0.01945316],"genre_scores_gemma":[0.772799,0.000374243,0.21117,0.0001174034,0.00006134735,0.0002359828,0.0004434113,0.00009091591,0.0147077],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005216782,"threshold_uncertainty_score":0.01745188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08698589668642406,"score_gpt":0.3661331800831972,"score_spread":0.2791472833967732,"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."}}