{"id":"W2125742178","doi":"10.5267/j.ijiec.2012.02.004","title":"Planning Annuaulised hours when spike in demand exists","year":2012,"lang":"en","type":"article","venue":"International Journal of Industrial Engineering Computations","topic":"Advanced Queuing Theory Analysis","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spike (software development); Computer science; Statistics; Mathematics; Operations management; Economics","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":[0.000554717,0.0003402497,0.0004564307,0.0002454626,0.0003727793,0.000837997,0.0008603439,0.0005929876,0.003237542],"category_scores_gemma":[0.001244297,0.0004063247,0.000364433,0.0004028198,0.0002588856,0.0007581793,0.0004963976,0.0008075059,0.0003466035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005451342,"about_ca_system_score_gemma":0.00103382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005924494,"about_ca_topic_score_gemma":0.008104142,"domain_scores_codex":[0.9997086,0.00007680008,0.00001177849,0.0000467943,0.0000581512,0.00009783623],"domain_scores_gemma":[0.9994918,0.0002329484,0.00007442289,0.00003703141,0.00007073884,0.00009288997],"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":[0.0001358347,0.00003683112,0.001465905,0.00003967329,0.0000167425,0.0001860231,0.00009144786,0.9735188,0.00236816,0.004583369,0.001142447,0.01641478],"study_design_scores_gemma":[0.000006951868,0.0000651977,0.0006556243,0.000005237991,0.000007228255,0.00003046493,0.0001301881,0.9930767,0.0009357916,0.003947929,0.001130306,0.00000834178],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3334254,0.0001731803,0.6508048,0.0004372499,0.00007791281,0.0001173455,0.0004440361,0.0005759558,0.01394419],"genre_scores_gemma":[0.9718391,0.00007682381,0.02465965,0.00002806551,0.00001183216,0.00005038334,0.0001833732,0.00004756049,0.003103196],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005924494,"threshold_uncertainty_score":0.01178002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03311799355206232,"score_gpt":0.276242064354215,"score_spread":0.2431240708021527,"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."}}