{"id":"W2164501608","doi":"","title":"The impact of cash management on the performance of manufacturing companies in Nigeria","year":2013,"lang":"en","type":"article","venue":"Uncertain Supply Chain Management","topic":"Working Capital and Financial Performance","field":"Business, Management and Accounting","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cash; Business; Market liquidity; Cash management; Descriptive statistics; Data collection; Cash conversion cycle; Variable (mathematics); Variables; Finance; Statistics; Mathematics","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":[0.0007422405,0.0002931393,0.0002954233,0.0003050246,0.0002861994,0.0001615313,0.0007939038,0.00004278948,0.000214984],"category_scores_gemma":[0.00001043065,0.0001648306,0.000163631,0.000521203,0.0001839999,0.0003669394,0.0004289542,0.0001763554,0.0001634023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000102146,"about_ca_system_score_gemma":0.000006744912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001178265,"about_ca_topic_score_gemma":0.00009924092,"domain_scores_codex":[0.9981808,0.00002302284,0.0005590947,0.000283797,0.0004352823,0.0005179726],"domain_scores_gemma":[0.9988945,0.0001027474,0.0003461461,0.0005825562,0.00006164377,0.00001243541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009515114,0.001111221,0.3850721,0.003751508,0.0009729773,0.00006380699,0.001751313,0.1203757,0.0002118235,0.2081536,0.04918061,0.2284039],"study_design_scores_gemma":[0.0009497781,0.0001229749,0.9552534,0.0006124219,0.00003366157,7.603845e-7,0.002422702,0.02259351,0.0004471401,0.005030637,0.0120865,0.0004465816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9727103,0.00009226808,0.00001198721,0.0008118725,0.0002239038,0.001203549,0.000002217797,0.00003262231,0.02491125],"genre_scores_gemma":[0.9979678,0.0002991028,0.00005469637,0.0002683672,0.0001531861,0.0001975515,0.000009703366,0.00002480703,0.001024742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5701813,"threshold_uncertainty_score":0.6721595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01016826937118272,"score_gpt":0.2099890111876101,"score_spread":0.1998207418164274,"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."}}