{"id":"W2554759221","doi":"10.7202/1037286ar","title":"Corruption, Grabbing and Development. Real World Challenges, Tina Søreide et Aled Williams, 2014, Northampton, Edward Elgar, 216 p.","year":2015,"lang":"en","type":"article","venue":"Études internationales","topic":"Corruption and Economic Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Language change; Political science; Economic history; Humanities; Economics; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001265248,0.000164818,0.0001825861,0.0002062073,0.0002424687,0.0001383255,0.0002801942,0.00006452681,0.0004318987],"category_scores_gemma":[0.0001953512,0.0001737264,0.00003626987,0.00008252972,0.0001386169,0.0003851216,0.0001510026,0.0001195773,0.0003477359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005557672,"about_ca_system_score_gemma":0.0006315589,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001167516,"about_ca_topic_score_gemma":0.1003881,"domain_scores_codex":[0.9984681,0.00009612931,0.0003835678,0.0003467506,0.000434288,0.0002711487],"domain_scores_gemma":[0.9990812,0.0001528863,0.0001703914,0.0001179762,0.0002447939,0.0002327588],"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":[0.00008267219,0.0001988975,0.2042326,0.00003029182,0.0002055123,0.00001637429,0.04305734,0.00006890733,0.00001774844,0.5899232,0.01549393,0.1466725],"study_design_scores_gemma":[0.000397044,0.00001071685,0.08734075,0.00005017745,0.000004963309,0.000003860576,0.003701134,0.00003022846,0.000007963626,0.0006035703,0.907617,0.0002325409],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5801085,0.002732201,0.0007361897,0.008996057,0.002287003,0.0004834799,0.00001170314,0.0003534387,0.4042915],"genre_scores_gemma":[0.9560641,0.00882421,0.004089922,0.0006164522,0.0002922476,0.00006662401,0.00008494529,0.00002380731,0.02993766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8921231,"threshold_uncertainty_score":0.9160275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0941908757714501,"score_gpt":0.330880914334008,"score_spread":0.2366900385625579,"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."}}