{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002666801,0.0002117918,0.0002292303,0.0003423802,0.00007483922,0.0005031794,0.0001717608,0.00005472301,0.000007104259],"category_scores_gemma":[0.00003194762,0.0001814843,0.00004777237,0.0002436594,0.00003119612,0.0007114081,0.0002741008,0.0001088766,3.136267e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000420003,"about_ca_system_score_gemma":0.000002833794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006985322,"about_ca_topic_score_gemma":9.616807e-7,"domain_scores_codex":[0.9989176,0.000001183816,0.0003230053,0.0003846945,0.0001542322,0.000219293],"domain_scores_gemma":[0.9997154,0.00001100918,0.0001156179,0.00008974304,0.00005318139,0.00001506113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002843697,0.00007480215,0.000008487515,0.00867785,0.00008968302,0.000001127901,0.00002379275,0.01165703,0.8783079,0.0943455,0.002621004,0.003908385],"study_design_scores_gemma":[0.0002237408,0.000005189336,0.000003036698,0.0009122174,0.00008194816,0.000001523411,0.00006220912,0.4714126,0.5240253,0.002023331,0.001058838,0.000189989],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967905,0.0000169654,0.000215538,0.000435854,0.001010439,0.0008944597,0.000004666894,0.0002501876,0.0003813356],"genre_scores_gemma":[0.9932653,0.00006771065,0.005547599,0.00004339546,0.0005289991,0.00008902751,0.000007278909,0.00004199679,0.0004086738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4597556,"threshold_uncertainty_score":0.7400714,"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."}}