{"id":"W2759101306","doi":"10.1002/jid.3328","title":"An Evaluation Toolkit for Small NGOs in Water‐based Development","year":2017,"lang":"en","type":"article","venue":"Journal of International Development","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regional Municipality of Waterloo; University of Waterloo","funders":"Mitacs","keywords":"Disadvantaged; Accountability; Face (sociological concept); International development; Political science; Business; Public relations; Public administration; Economic growth; Economics; Sociology; Social science; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01629985,0.0001375869,0.000241416,0.0006259395,0.0003102823,0.0006456092,0.0015443,0.00006003407,0.001053491],"category_scores_gemma":[0.001522004,0.00008943908,0.00008424267,0.00005985157,0.00002897523,0.0009519475,0.00007951199,0.000126176,0.00007908579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006440462,"about_ca_system_score_gemma":0.00188376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000469825,"about_ca_topic_score_gemma":0.000268984,"domain_scores_codex":[0.9950898,0.0001170053,0.001547894,0.0002404887,0.002799733,0.000205021],"domain_scores_gemma":[0.9953227,0.000205516,0.001027277,0.0003196329,0.003011159,0.0001137316],"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":[0.0004905181,0.0006042066,0.2122108,0.00001114284,0.0001133754,0.00001140409,0.004537405,0.0139534,0.003297644,0.0003913057,0.00101878,0.76336],"study_design_scores_gemma":[0.0030759,0.000123541,0.7655667,0.00009973231,0.000009460756,0.00001063144,0.0003411385,0.04463043,0.03749326,0.00185996,0.1465835,0.0002057986],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9622473,0.00001619626,0.02991607,0.003372936,0.001923794,0.000350106,0.000001921588,0.00000450143,0.002167145],"genre_scores_gemma":[0.934726,0.000003802623,0.06409837,0.0003395807,0.0001684004,0.00005827526,0.00002447599,0.000008250402,0.0005728282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7631543,"threshold_uncertainty_score":0.9998597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3799623195082149,"score_gpt":0.5406847779891295,"score_spread":0.1607224584809147,"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."}}