{"id":"W4402438705","doi":"10.11159/icmie24.109","title":"Production Management Model For Waste Reduction Using 5s, Tpm And Poka Yoke Tools In A Peanut Snack Manufacturing Company","year":2024,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Mechanical, Chemical, and Material Engineering","topic":"Management and Optimization Techniques","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Manufacturing engineering; Reduction (mathematics); Production (economics); Yoke (aeronautics); Scrap; Business; Lean manufacturing; Engineering; Mathematics; Mechanical engineering; Simulation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001066118,0.0008568019,0.0005557779,0.00108296,0.001141815,0.002195974,0.001474995,0.001444752,0.006370102],"category_scores_gemma":[0.001101363,0.0004704668,0.0009379413,0.0005660043,0.00059489,0.001123047,0.001219474,0.0006616332,0.0005884102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002527525,"about_ca_system_score_gemma":0.002661373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02525557,"about_ca_topic_score_gemma":0.01577663,"domain_scores_codex":[0.9993742,0.0001809698,0.00004341387,0.0001377463,0.0001301257,0.000133649],"domain_scores_gemma":[0.9994822,0.0002134668,0.00008474918,0.00003252415,0.0001420808,0.00004512483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0002144989,0.0002592659,0.003246536,0.0001525157,0.00002690161,0.000425928,0.0003030261,0.9613556,0.002891396,0.007343901,0.0004744731,0.02330601],"study_design_scores_gemma":[0.00002422355,0.0001490547,0.0007012276,0.00001686095,0.00002298726,0.00003825129,0.0001643599,0.9953722,0.0009138596,0.001496311,0.001087261,0.00001337096],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4445816,0.0005045222,0.5198205,0.001127483,0.00008653991,0.0007033247,0.0005419474,0.001676596,0.03095747],"genre_scores_gemma":[0.9475034,0.0002589358,0.04461426,0.00003583423,0.00000964791,0.0003744504,0.0002307177,0.00004136691,0.006931351],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02525557,"threshold_uncertainty_score":0.05021709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01878399438543212,"score_gpt":0.2234882557643766,"score_spread":0.2047042613789445,"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."}}