{"id":"W2617966923","doi":"10.5539/jms.v7n2p152","title":"E-Cash management System in the Public Sector in Sri Lanka: With Special Reference to the Ministry of Public Administration & Home Affairs","year":2017,"lang":"en","type":"article","venue":"Journal of Management and Sustainability","topic":"Working Capital and Financial Performance","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public sector; Cash; Private sector; Business; Cash management; New public management; Accounting; Economics; Finance; Economic growth; Economy","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":[0.002902563,0.000162657,0.0002682211,0.0003149882,0.0002999013,0.0007487361,0.0008199863,0.00004977031,0.00001357483],"category_scores_gemma":[0.0001015428,0.00009423546,0.00005634949,0.0004193698,0.0001348673,0.001016329,0.0003071159,0.0002427718,0.000004399056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001462268,"about_ca_system_score_gemma":0.00005248627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004570707,"about_ca_topic_score_gemma":0.001654863,"domain_scores_codex":[0.998423,0.00004817852,0.0005292188,0.0002089868,0.0004802218,0.0003104339],"domain_scores_gemma":[0.9985818,0.00003320226,0.0006072013,0.0004996543,0.0002574923,0.00002067983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006452078,0.0004533907,0.736092,0.003172784,0.00006983507,0.0003242848,0.001037408,0.00002876481,3.8363e-7,0.2218523,0.001622006,0.03470166],"study_design_scores_gemma":[0.0007740073,0.00008012293,0.8382803,0.000158174,0.00003943577,0.00001002264,0.02488129,0.00003948088,3.504988e-7,0.00173121,0.1338613,0.0001443541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.960572,0.00006309959,0.00011149,0.01003687,0.0002294137,0.000669886,0.000001303639,0.000007290538,0.02830862],"genre_scores_gemma":[0.9989893,0.00003942414,0.00006835817,0.00009767077,0.0005996609,0.00002576443,0.000002668254,0.000006348043,0.0001707702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2201211,"threshold_uncertainty_score":0.722008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0233276839573145,"score_gpt":0.235609812832807,"score_spread":0.2122821288754926,"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."}}