{"id":"W1990626823","doi":"10.1002/jid.1057","title":"Donor participatory governance evaluation: initial trends, implications, opportunities, constraints","year":2004,"lang":"en","type":"article","venue":"Journal of International Development","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"International Development Research Centre","keywords":"Citizen journalism; Corporate governance; Politics; Power (physics); Participatory evaluation; Political science; Public administration; Participatory development; Good governance; Quality (philosophy); Sociology; Economics; Management; 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":[0.006673703,0.0001394762,0.0002305152,0.0003848842,0.0001437074,0.0002054481,0.0007838786,0.00005259429,0.00923883],"category_scores_gemma":[0.0009775374,0.0001073174,0.0001189781,0.0002911067,0.0001138169,0.000813683,0.00007789711,0.000175828,0.0001668105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008587065,"about_ca_system_score_gemma":0.003796501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003010208,"about_ca_topic_score_gemma":0.00002955012,"domain_scores_codex":[0.9940782,0.0001356604,0.001669689,0.0002033697,0.003734278,0.0001788169],"domain_scores_gemma":[0.9950328,0.000208356,0.001326039,0.0002106341,0.003043299,0.0001788545],"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":[0.00007978335,0.0002882074,0.01406458,0.000002283506,0.0001750954,0.00002212485,0.001722175,0.003315051,0.0001254755,0.0209294,0.01125987,0.9480159],"study_design_scores_gemma":[0.002525115,0.00009623295,0.5916747,0.00008956614,0.00002930571,0.0002281028,0.001009495,0.0003316581,0.001388205,0.009017242,0.3933878,0.0002225807],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7978292,0.0006404669,0.01690855,0.06255027,0.007093681,0.0003425505,0.00007123202,0.00003040146,0.1145336],"genre_scores_gemma":[0.9897875,0.0001067103,0.007535506,0.001157955,0.0003207998,0.00002697756,0.0000198744,0.00000745399,0.001037246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9477934,"threshold_uncertainty_score":0.9916669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5032255939483171,"score_gpt":0.5302268788801364,"score_spread":0.0270012849318193,"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."}}