{"id":"W4402527180","doi":"10.1016/j.cie.2024.110571","title":"Enhancing socioeconomic sustainability in glass wall panel manufacturing: An integrated production planning approach","year":2024,"lang":"en","type":"article","venue":"Computers & Industrial Engineering","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"College of Graduate Studies, United Arab Emirates University; United Arab Emirates University","keywords":"Sustainability; Socioeconomic status; Production (economics); Production planning; Integrated production; Manufacturing engineering; Engineering; Business; Economics; Sociology; Population","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":[0.0009030023,0.0007656377,0.0004728481,0.001012679,0.0005590836,0.002169995,0.001062083,0.0009221823,0.004087843],"category_scores_gemma":[0.001422202,0.0004138566,0.0008640655,0.001156686,0.00055535,0.00149831,0.001790941,0.0008072074,0.0002358795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002563918,"about_ca_system_score_gemma":0.004283347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01081482,"about_ca_topic_score_gemma":0.01950265,"domain_scores_codex":[0.9994668,0.000290322,0.00001314383,0.00006049401,0.00008720962,0.00008204674],"domain_scores_gemma":[0.9994833,0.0002570894,0.00007992396,0.00003275352,0.00008153779,0.00006538101],"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":[0.00001827107,0.00008542673,0.00161731,0.00008209848,0.00002995482,0.00008478118,0.00009362216,0.9482881,0.0005190118,0.0215,0.0005237445,0.02715766],"study_design_scores_gemma":[0.000008740551,0.00007637787,0.00119348,0.00005582806,0.00002582683,0.00002593828,0.0003848215,0.9583489,0.0004460416,0.03575173,0.003663713,0.00001864199],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09853946,0.0006599759,0.8567399,0.001952614,0.0000622515,0.0004025214,0.0003619329,0.0002276418,0.04105367],"genre_scores_gemma":[0.8413149,0.0008750687,0.1518023,0.0001061778,0.00002453227,0.0003737269,0.0002435272,0.00005815519,0.00520169],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01081482,"threshold_uncertainty_score":0.02150375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02377434501500241,"score_gpt":0.2209397825685551,"score_spread":0.1971654375535527,"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."}}