{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2169028,0.001603347,0.001799988,0.01066215,0.004460609,0.01420997,0.004864095,0.003569406,0.02523156],"category_scores_gemma":[0.2177602,0.001456801,0.002305857,0.006833719,0.00519009,0.01524945,0.0256966,0.004684156,0.008104555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01070149,"about_ca_system_score_gemma":0.03966444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003268628,"about_ca_topic_score_gemma":0.00616945,"domain_scores_codex":[0.7816358,0.1834097,0.01447912,0.002572338,0.01438262,0.003520431],"domain_scores_gemma":[0.6128004,0.2673661,0.01588468,0.03349643,0.05209991,0.01835256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001180377,0.002864403,0.008035228,0.01272445,0.0003904151,0.002372079,0.0356014,0.01800606,0.005890666,0.1463573,0.1019753,0.6646023],"study_design_scores_gemma":[0.0009851598,0.001301469,0.009865401,0.0219499,0.0003386612,0.001257383,0.02337877,0.03317109,0.006763329,0.2738643,0.6264943,0.0006302188],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02647637,0.002433195,0.7462005,0.02427543,0.001254376,0.02851051,0.002973643,0.01592649,0.1519495],"genre_scores_gemma":[0.07447267,0.001015906,0.891631,0.0008628444,0.000104828,0.01974771,0.001310957,0.001039878,0.00981412],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2169028,"threshold_uncertainty_score":0.9656983,"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."}}