{"id":"W2134367023","doi":"10.2753/pin1099-9922110204","title":"Creating a Strong Disclosure-of-Wrongdoing Regime: The Role of the Public Service Integrity Officer of Canada","year":2009,"lang":"en","type":"article","venue":"Public Integrity","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wrongdoing; Officer; Business; Service (business); Public service; Accounting; Public relations; Political science; Law; Marketing","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":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004962699,0.0002188048,0.000569646,0.00006772167,0.000667421,0.00002127754,0.001147322,0.0002949809,0.0009115632],"category_scores_gemma":[0.01873242,0.0001164295,0.000149483,0.0008931257,0.0002361354,0.0003991381,0.0003270802,0.003291006,0.000003999615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002751731,"about_ca_system_score_gemma":0.00522145,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4537537,"about_ca_topic_score_gemma":0.5468205,"domain_scores_codex":[0.9948581,0.001941531,0.001197955,0.0002997664,0.001005335,0.0006972676],"domain_scores_gemma":[0.9926208,0.003253325,0.001175884,0.00112443,0.001601959,0.0002236506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001482555,0.0008758514,0.4757143,0.001140428,0.0001961834,0.000001294976,0.01683267,0.00000414255,0.0009539223,0.4769587,0.01221442,0.01495985],"study_design_scores_gemma":[0.001234913,0.0002436567,0.4489142,0.00162574,0.0002049684,0.000007059245,0.2032337,0.002749554,0.002125804,0.01168206,0.3274811,0.0004971831],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7692844,0.0002617759,0.00006438901,0.1740798,0.0004827998,0.0007271997,0.00005624459,0.00003054261,0.05501284],"genre_scores_gemma":[0.9973748,0.00001062099,0.0002187299,0.001723369,0.0002262354,0.00003025613,0.00001058473,0.0000127398,0.0003926864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4652766,"threshold_uncertainty_score":0.9990084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05226171894538533,"score_gpt":0.3625334221254751,"score_spread":0.3102717031800897,"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."}}