{"id":"W628819768","doi":"10.3362/9781780440187","title":"From Clients to Citizens","year":2008,"lang":"en","type":"book","venue":"Practical Action Publishing eBooks","topic":"Microfinance and Financial Inclusion","field":"Economics, Econometrics and Finance","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Community development; Government (linguistics); Asset (computer security); Geography; Economic growth; Local government; Political science; Socioeconomics; Economy; Sociology; Public administration; Economics","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":[0.002007679,0.0007154465,0.0006265142,0.0007178573,0.005742493,0.008572933,0.001433991,0.00544695,0.2011406],"category_scores_gemma":[0.009771014,0.0004959355,0.0002166267,0.00103978,0.002642026,0.01253851,0.00823877,0.006822759,0.1069346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002494595,"about_ca_system_score_gemma":0.004210221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003910696,"about_ca_topic_score_gemma":0.007416561,"domain_scores_codex":[0.9977608,0.0006656325,0.00009552147,0.0002617627,0.0008464481,0.0003698835],"domain_scores_gemma":[0.9959228,0.0009990557,0.0001593684,0.0002556362,0.0009241746,0.001739004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002785307,0.00001389038,0.00003344998,0.00003007747,3.43842e-7,0.00002120279,0.0008346775,0.00000493168,0.00003094001,0.004892413,0.9724745,0.02166069],"study_design_scores_gemma":[0.000001274918,0.000003497074,0.00006545047,0.00007720383,2.167728e-7,0.00002815921,0.001727614,0.000004135698,0.00001289096,0.00098831,0.9970893,0.000001908569],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001177535,0.01869972,0.0008327494,0.4977858,0.04859856,0.0001363369,0.0002008566,0.0004633764,0.432105],"genre_scores_gemma":[0.007239313,0.007535417,0.0003228159,0.09211977,0.004943836,0.0001300846,0.00008711559,0.0002538737,0.8873678],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2011406,"threshold_uncertainty_score":0.6728824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1217274379680651,"score_gpt":0.2932155513671287,"score_spread":0.1714881133990636,"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."}}