{"id":"W4396674509","doi":"10.1111/plar.12558","title":"Signing documents: Accountability politics and racialized suspicion in Africa's development audits","year":2024,"lang":"en","type":"article","venue":"PoLAR Political and Legal Anthropology Review","topic":"International Development and Aid","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Capilano University; Carleton University","funders":"","keywords":"Accountability; Corporate governance; Audit; Politics; Good governance; Political science; Public relations; Language change; Government (linguistics); Sociology; Business; Law; Accounting","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009950312,0.0001478267,0.0003081149,0.00009297946,0.0003599991,0.0001110868,0.0001028838,0.0001052399,0.0006769976],"category_scores_gemma":[0.0003261853,0.0001223304,0.00004011788,0.0001841824,0.0009571709,0.000310287,0.00009410542,0.0002255045,0.00005227292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002032419,"about_ca_system_score_gemma":0.0003338017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005375145,"about_ca_topic_score_gemma":0.0009486045,"domain_scores_codex":[0.998184,0.0002749812,0.0003870419,0.0003070782,0.0002328406,0.0006140932],"domain_scores_gemma":[0.9994182,0.0002373484,0.00002948944,0.00005823503,0.00006238521,0.0001943284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002502562,0.00003274955,0.003062065,0.0005056814,0.00001925875,0.00002133601,0.001057275,3.371112e-9,0.00001088568,0.9915468,0.0004531137,0.003288347],"study_design_scores_gemma":[0.0001441089,0.00002478604,0.005668596,0.001222643,0.00002918359,0.00001608253,0.0006730512,0.000005095483,0.00003272442,0.01635767,0.9756203,0.0002057829],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1582418,0.3428418,0.0003500254,0.3197157,0.002574098,0.00170361,0.00005488472,0.0003295966,0.1741885],"genre_scores_gemma":[0.9791933,0.01673304,0.0003119752,0.00165888,0.000183667,0.00002741979,0.00001267286,0.000009339256,0.001869665],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9751891,"threshold_uncertainty_score":0.8125648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03558067649816903,"score_gpt":0.3845883745687841,"score_spread":0.3490076980706151,"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."}}