{"id":"W3005053405","doi":"10.1007/978-981-15-1424-1_7","title":"Exploring Accountability and Transparency Within International Organizations: What Do We Know and What Do We Need to Know?","year":2020,"lang":"en","type":"book-chapter","venue":"Accounting, finance, sustainability, governance & fraud","topic":"Corruption and Economic Development","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Accountability; Transparency (behavior); Political science; Good governance; Corporate governance; Public relations; Inefficiency; Legitimacy; Language change; Credibility; Scholarship; Scope (computer science); Best practice; Business; Economics; Politics; Law","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.009547781,0.0006217074,0.0006761814,0.002037458,0.003204236,0.01490907,0.001247535,0.003578267,0.007610179],"category_scores_gemma":[0.0155116,0.00036833,0.0005033353,0.003982491,0.01740022,0.03739127,0.003176155,0.008865131,0.0007407191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006281324,"about_ca_system_score_gemma":0.01648592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01357316,"about_ca_topic_score_gemma":0.02428504,"domain_scores_codex":[0.9942964,0.003437507,0.0001048241,0.0002394955,0.001259118,0.00066275],"domain_scores_gemma":[0.9722258,0.02378822,0.00103869,0.0005397566,0.001644707,0.0007628539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000007884192,0.00003900177,0.001157748,0.0003855009,0.00001165818,0.00005582038,0.0131051,0.0002890108,0.00005975406,0.8663525,0.03288079,0.08565531],"study_design_scores_gemma":[0.00000274688,0.000009068168,0.001503195,0.002580723,0.00001264802,0.00006861656,0.01434317,0.0004831382,0.0001537521,0.8110601,0.1697599,0.00002281259],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.01349098,0.1503215,0.0158235,0.4665559,0.002643994,0.00004151473,0.000118825,0.00007270771,0.350931],"genre_scores_gemma":[0.6377341,0.2267118,0.01946646,0.05722415,0.004159336,0.0002148562,0.0003573972,0.0002073641,0.05392454],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01490907,"threshold_uncertainty_score":0.05049413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02472584559120689,"score_gpt":0.2640676287267142,"score_spread":0.2393417831355074,"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."}}