{"id":"W4361300645","doi":"10.18280/jesa.560109","title":"The Role of Warehouse Layout and Operations in Warehouse Efficiency: A Literature Review","year":2023,"lang":"en","type":"review","venue":"Journal Européen des Systèmes Automatisés","topic":"Advanced Manufacturing and Logistics Optimization","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Warehouse; Computer science; Business; Marketing","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":[0.000585118,0.0003760909,0.001079,0.0002818328,0.0002408473,0.000243774,0.0003542318,0.0001573059,0.000003793029],"category_scores_gemma":[0.0005064193,0.0002414618,0.0001918458,0.0006707425,0.00008577949,0.0001663515,0.0000811542,0.000752748,0.00001631288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001563595,"about_ca_system_score_gemma":0.00009199947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003997915,"about_ca_topic_score_gemma":0.00002289731,"domain_scores_codex":[0.9978608,0.0002571601,0.001125345,0.0001956928,0.0002456806,0.0003153432],"domain_scores_gemma":[0.9988661,0.0003386097,0.0002614082,0.0003322434,0.0001061125,0.00009554124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[6.819312e-7,0.00001118193,8.443675e-7,0.03510821,0.00007721294,0.00005648556,0.0002833887,0.1358048,1.756671e-7,0.0002130106,0.0002667288,0.8281772],"study_design_scores_gemma":[0.000255567,0.00008820129,0.00009590077,0.3681427,0.0006285337,0.001564426,0.00006593824,0.06751258,0.000002449052,0.001251372,0.5596237,0.0007687106],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005850649,0.9954404,0.003289439,0.00001074914,0.0002344926,0.0005267214,0.00005559064,0.0002832712,0.0001534808],"genre_scores_gemma":[0.00008281096,0.9975022,0.001917086,0.000008252501,0.00008710518,0.00004679569,0.00002175516,0.0001341841,0.000199832],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8274085,"threshold_uncertainty_score":0.9846527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02069805511595876,"score_gpt":0.2792423301731102,"score_spread":0.2585442750571515,"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."}}