{"id":"W1821716337","doi":"","title":"The impact of packet size on inventory turnover of fmcg products in Pakistan [wholesaler & retailer perspective]","year":2012,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Working Capital and Financial Performance","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Perspective (graphical); Quarter (Canadian coin); Statistics; Network packet; Turnover; Econometrics; Inventory turnover; Test (biology); Stock exchange; Business; Marketing; Operations management; Mathematics; Computer science; Economics; Geography; Computer security","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005805541,0.0001192542,0.0001334451,0.0006033527,0.000478791,0.001119805,0.000269178,0.0002647644,0.005510926],"category_scores_gemma":[0.002584078,0.0001082976,0.0003045288,0.0008052357,0.000317851,0.0005422855,0.0003249166,0.0004280142,0.0004401653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009719483,"about_ca_system_score_gemma":0.0006881456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02066166,"about_ca_topic_score_gemma":0.01808249,"domain_scores_codex":[0.9995498,0.00009878413,0.00002720946,0.00004954093,0.0001344575,0.0001403231],"domain_scores_gemma":[0.9960446,0.001701814,0.00129092,0.00009245102,0.000483636,0.000386575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004459572,0.0003019297,0.9734293,0.00007682699,0.00004366509,0.00080599,0.001558594,0.0006233735,0.0006604651,0.0004620746,0.0007502387,0.02084161],"study_design_scores_gemma":[0.000004202194,0.0003586232,0.9949377,0.00002839709,0.00003127004,0.0002284857,0.002727368,0.0006537457,0.0002828753,0.0001225048,0.0006147871,0.00001015806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970064,0.0002593122,0.0000500201,0.0001409239,0.000006778975,0.000004579502,0.000117488,0.000002304761,0.002412391],"genre_scores_gemma":[0.9992593,0.0001235466,0.00002778496,0.00002061331,0.00000669702,0.000001122962,0.00006529084,8.993096e-7,0.0004947829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02066166,"threshold_uncertainty_score":0.0410828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03128221514752455,"score_gpt":0.310878346958967,"score_spread":0.2795961318114425,"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."}}