{"id":"W1508241719","doi":"","title":"Whistleblowing and Anti-Corruption Crusade: Evidence From Nigeria","year":2014,"lang":"en","type":"article","venue":"Canadian social science","topic":"Ethics in Business and Education","field":"Decision Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Feeling; Language change; Inefficiency; Witness; Perception; Psychology; Social psychology; Test (biology); Political science; Law; 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":[0.002557632,0.0002445693,0.0003673708,0.001029732,0.0010784,0.001259991,0.0003683773,0.0005308059,0.0025529],"category_scores_gemma":[0.008211825,0.0003116154,0.0002910208,0.001304182,0.001596636,0.0007220674,0.0007410608,0.0008747618,0.0001852084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006232665,"about_ca_system_score_gemma":0.001950145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01648359,"about_ca_topic_score_gemma":0.03806278,"domain_scores_codex":[0.9987766,0.0006252881,0.0001416355,0.0001045416,0.0001799535,0.0001719327],"domain_scores_gemma":[0.9865231,0.006260497,0.00535429,0.0003054743,0.0008884805,0.000668122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002716576,0.0004581008,0.9474602,0.001598444,0.0001150593,0.00104588,0.02205898,0.00004382722,0.0002478134,0.0009022584,0.0005048547,0.02529297],"study_design_scores_gemma":[0.00002137092,0.0003189903,0.9485862,0.002691719,0.0001611243,0.000622373,0.04360474,0.0001160919,0.000183756,0.0002289135,0.003447552,0.00001709047],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926421,0.004703625,0.00004722089,0.0004855914,0.00002098344,0.00001999731,0.0000561061,5.422173e-7,0.0020238],"genre_scores_gemma":[0.994052,0.005537556,0.00005489057,0.0001367756,0.00001508406,0.00000581641,0.00003060813,0.000001040916,0.0001662896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01648359,"threshold_uncertainty_score":0.03277534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1871462119525674,"score_gpt":0.4120662338346688,"score_spread":0.2249200218821014,"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."}}