{"id":"W4234822562","doi":"10.1080/14760400902969834","title":"COMMONWEALTH SECRETARIAT ANTI‐CORRUPTION PROJECT: ‘WHISTLEBLOWING’ MODEL LEGISLATIVE PROVISIONS","year":2008,"lang":"en","type":"article","venue":"Journal of Commonwealth Law and Legal Education","topic":"Corruption and Economic Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Legislature; Political science; Commonwealth; Public administration; Language change; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001239969,0.0001358316,0.0003147687,0.0001944891,0.001268081,0.0001033505,0.0001867126,0.000103583,0.00004865286],"category_scores_gemma":[0.00009732364,0.0001267302,0.0000886483,0.0001922367,0.0002224665,0.0009962757,0.00003118116,0.0003724951,0.0000091429],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004230604,"about_ca_system_score_gemma":0.005674077,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00691735,"about_ca_topic_score_gemma":0.002992385,"domain_scores_codex":[0.9983331,0.0002229509,0.0006646049,0.0001602284,0.0003364598,0.000282637],"domain_scores_gemma":[0.998528,0.00009124728,0.0006210505,0.0001315976,0.0003439592,0.0002841258],"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":[0.0002757725,0.001382065,0.01670937,0.0001132954,0.0000873229,0.00001466523,0.1768975,0.0005652106,0.0000855558,0.7079896,0.01817803,0.07770159],"study_design_scores_gemma":[0.0008042745,0.0002161382,0.01694068,0.0001548601,0.00003996977,0.0001583194,0.009467854,0.002032203,0.000008203413,0.001553895,0.9683104,0.0003131891],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7865483,0.0006641247,0.001494315,0.01211155,0.002322114,0.0006375157,0.000007492873,0.00004268074,0.196172],"genre_scores_gemma":[0.9902276,0.001213548,0.002555815,0.0020326,0.0004572458,0.00001059904,0.00001024038,0.00001215088,0.003480156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9501324,"threshold_uncertainty_score":0.9999628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05154769819393459,"score_gpt":0.355148620112739,"score_spread":0.3036009219188044,"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."}}