{"id":"W4362672166","doi":"10.5539/jsd.v16n3p34","title":"Monitoring and Evaluation Budgetary Practices on Project Service Delivery","year":2023,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Leadership, Behavior, and Decision-Making Studies","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cronbach's alpha; Accountability; Nonprobability sampling; Data collection; Service delivery framework; Descriptive statistics; Population; Transparency (behavior); Psychology; Medical education; Service (business); Sociology; Business; Marketing; Statistics; Medicine; Mathematics; Computer science; Social science; Political science; Environmental health","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":[0.08357222,0.0007923318,0.0006300332,0.007362145,0.003453658,0.007212888,0.002138944,0.0006413681,0.00363673],"category_scores_gemma":[0.2161127,0.0007205784,0.0004625885,0.007825572,0.002531599,0.003755142,0.005133585,0.001396201,0.0009631586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008477745,"about_ca_system_score_gemma":0.0228244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01048179,"about_ca_topic_score_gemma":0.01086373,"domain_scores_codex":[0.8592552,0.08547626,0.01390642,0.004242486,0.03260035,0.004519212],"domain_scores_gemma":[0.7457107,0.1126011,0.05894049,0.01641301,0.05981856,0.00651605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002198729,0.0002842191,0.07557885,0.001503751,0.0001600252,0.0001751093,0.01017412,0.006232176,0.002373931,0.008819397,0.01272124,0.8817573],"study_design_scores_gemma":[0.0001499285,0.002359364,0.6766927,0.009727946,0.0003032783,0.0007152586,0.03762928,0.01457466,0.01078243,0.01498719,0.2315869,0.0004910592],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6367124,0.01331055,0.1109874,0.01554042,0.0008531799,0.004454117,0.001258845,0.001885094,0.2149979],"genre_scores_gemma":[0.9530075,0.004710773,0.03298574,0.0007014374,0.0002269532,0.001373799,0.0003486158,0.0002181711,0.006427051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08357222,"threshold_uncertainty_score":0.4419774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2766280113370855,"score_gpt":0.4556971774064443,"score_spread":0.1790691660693588,"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."}}