{"id":"W2072345278","doi":"10.1108/09513550310456409","title":"The impact of the corporatization process on the financial performance of Canadian state‐owned enterprises","year":2003,"lang":"en","type":"article","venue":"International Journal of Public Sector Management","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; University of Ottawa","funders":"","keywords":"Corporatization; Profitability index; Business; Property rights; Mandate; Politics; Productivity; Corporate governance; Finance; Market economy; Accounting; Economics; Economic growth","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007374242,0.0001177615,0.000123272,0.0003406405,0.0001490235,0.0001708221,0.0009076741,0.00002111277,0.0001159863],"category_scores_gemma":[0.000311042,0.00005696317,0.0001443312,0.0007463579,0.00007724002,0.0005703733,0.00004692902,0.000125097,0.000005638293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001442623,"about_ca_system_score_gemma":0.0002453652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002237649,"about_ca_topic_score_gemma":0.004409197,"domain_scores_codex":[0.9985942,0.00002943317,0.0004492693,0.00009035331,0.0006654098,0.0001713349],"domain_scores_gemma":[0.9974011,0.00004988556,0.001407596,0.0001857671,0.0009410773,0.00001454511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003574818,0.0003295155,0.8146024,0.000100638,0.0006242957,0.00002249429,0.0002690019,0.0150266,0.0001239974,0.1284385,0.025403,0.01470202],"study_design_scores_gemma":[0.0006662767,0.00007420657,0.9525074,0.0001809636,0.00002821921,0.000005617568,0.0001518958,0.001212585,0.0003174467,0.003287558,0.04145187,0.0001159048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896665,0.00004478421,0.0002236751,0.002252687,0.0009788837,0.0002157663,0.00001069246,0.000003289763,0.006603706],"genre_scores_gemma":[0.9990076,0.0001094465,0.00000744927,0.0004275758,0.0002018673,0.000006876326,0.000002088328,0.000009400649,0.000227697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.137905,"threshold_uncertainty_score":0.3382671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02227200000119214,"score_gpt":0.2257152408112942,"score_spread":0.203443240810102,"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."}}