{"id":"W2343869024","doi":"10.6000/1929-4409.2016.05.03","title":"The Missing Links: Towards the Effective Management and Control of Corruption in Nigeria, Africa and the Global South","year":2016,"lang":"en","type":"article","venue":"International Journal of Criminology and Sociology","topic":"African Education and Politics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Language change; Politics; Phenomenon; Political science; Corrupt practices; Political corruption; Development economics; Backwardness; Political economy; Law; Sociology; Economic growth; Criminology; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003482097,0.0001706922,0.0002304065,0.00130699,0.003286244,0.005898706,0.0002752177,0.0008574671,0.001684332],"category_scores_gemma":[0.005102422,0.0001744111,0.0001182901,0.001443175,0.005746404,0.003502748,0.002008101,0.001356644,0.0001063671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002443659,"about_ca_system_score_gemma":0.00809962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006001866,"about_ca_topic_score_gemma":0.01366721,"domain_scores_codex":[0.9979049,0.001236035,0.0001097398,0.000130735,0.000267602,0.0003509855],"domain_scores_gemma":[0.9960911,0.001877458,0.00112257,0.0001075456,0.0003412067,0.0004601612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007318531,0.0002947476,0.2817141,0.001390758,0.00003345479,0.002178902,0.3601015,0.0006524021,0.001276258,0.1921064,0.003969391,0.1562089],"study_design_scores_gemma":[0.00001023412,0.000124698,0.1988645,0.003640656,0.00003757953,0.0006993914,0.7154484,0.0009448876,0.0006231689,0.037956,0.0416091,0.00004136904],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9299618,0.006494482,0.001159481,0.01818748,0.0001037568,0.0001250259,0.00003745575,0.00000611141,0.04392428],"genre_scores_gemma":[0.9965635,0.002018998,0.0003888774,0.0002630658,0.000009353863,0.00001783563,0.00000648524,0.000001232554,0.0007305633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006001866,"threshold_uncertainty_score":0.01841533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03872480625255047,"score_gpt":0.3467265284816988,"score_spread":0.3080017222291483,"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."}}