{"id":"W7132876997","doi":"","title":"Accountability in Children&apos;s Development Organizations","year":2013,"lang":"en","type":"dissertation","venue":"TSpace","topic":"International Development and Aid","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Oxford Cancer Imaging Centre; China Scholarship Council; Institut de Ciències Fotòniques; U.S. President’s Emergency Plan for AIDS Relief; UNICEF; Department for International Development; World Bank Group; United Nations Development Programme; International Development Research Centre; United States Agency for International Development","keywords":"Accountability; Perception; Organizational performance; Mechanism (biology); Survey data collection; Questionnaire","routes":{"ca_aff":false,"ca_fund":true,"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":[0.01343857,0.000162437,0.0002134404,0.002214022,0.007717431,0.004950679,0.0007092255,0.0008479963,0.003790514],"category_scores_gemma":[0.03426089,0.0002493185,0.0002700475,0.002603368,0.004255991,0.002720958,0.00653718,0.001842632,0.0001831957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01801502,"about_ca_system_score_gemma":0.02402773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05924103,"about_ca_topic_score_gemma":0.0811966,"domain_scores_codex":[0.9756738,0.01347593,0.000898414,0.0008298498,0.004280938,0.004841221],"domain_scores_gemma":[0.9432675,0.01734514,0.02133477,0.001272106,0.005800139,0.01098036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001135378,0.0003604647,0.6357462,0.0004962492,0.00003559485,0.001135765,0.2010503,0.0004916511,0.0002992654,0.03970308,0.01706346,0.1035044],"study_design_scores_gemma":[0.00003454791,0.0003208195,0.5021402,0.001044984,0.00002995725,0.0005973907,0.3129767,0.000414617,0.000421777,0.005696782,0.1762476,0.00007458135],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8972443,0.002817357,0.001076518,0.02294424,0.0002727713,0.0001493377,0.0002056097,0.00003215229,0.07525775],"genre_scores_gemma":[0.9953419,0.0007731662,0.0004077509,0.0006705818,0.0000533491,0.00005949962,0.00003219,0.000006471264,0.002655056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05924103,"threshold_uncertainty_score":0.1307088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01973887333096523,"score_gpt":0.378292174442105,"score_spread":0.3585533011111398,"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."}}