{"id":"W4394902069","doi":"10.1515/9781565495975-004","title":"4 Governance and Corruption in Canada","year":2001,"lang":"en","type":"book-chapter","venue":"Lynne Rienner Publishers eBooks","topic":"Corruption and Economic Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Corporate governance; Language change; Political science; Business; Philosophy; Finance; Linguistics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004413252,0.0002441992,0.000320783,0.00009517411,0.0001876617,0.0004461196,0.000266984,0.0002453191,0.001441465],"category_scores_gemma":[0.00006566898,0.0002802489,0.00004624751,0.00002790013,0.0001661071,0.0005153297,0.00009121805,0.0003475244,0.00002810017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003112659,"about_ca_system_score_gemma":0.003126913,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8631137,"about_ca_topic_score_gemma":0.9959556,"domain_scores_codex":[0.9983329,0.00002656952,0.0003957298,0.0004636118,0.0003330318,0.0004481739],"domain_scores_gemma":[0.9991834,0.00007006666,0.0002405271,0.0002043472,0.00006452167,0.000237143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002667431,0.000006704274,0.001922232,0.00001961423,0.00003194571,0.00008466656,0.003911758,0.000004198929,6.137039e-7,0.4624605,0.03916667,0.4923645],"study_design_scores_gemma":[0.0002566776,0.000005814903,0.001497087,0.00006351103,0.000006740096,0.000003496136,0.0009390722,0.000009365763,1.627515e-7,0.002752674,0.9941207,0.0003446597],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003160122,0.0001300788,0.000006145578,0.001142731,0.001454241,0.0002771445,0.00001495323,0.00003750551,0.9937771],"genre_scores_gemma":[0.04531616,0.000184516,0.00003366117,0.0007812784,0.0002194341,0.00001897972,0.00001973579,0.00003216153,0.9533941],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9549541,"threshold_uncertainty_score":0.999965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01857906462717765,"score_gpt":0.21279251117803,"score_spread":0.1942134465508523,"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."}}