{"id":"W4399060927","doi":"10.29173/mlj1031","title":"Governance Reform","year":2007,"lang":"en","type":"article","venue":"Manitoba Law Journal","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Political science; Business; Public administration; Finance","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":[0.001129628,0.00006992325,0.0000850363,0.0000193306,0.001199881,0.0002134694,0.0003015948,0.00006793132,0.0001709667],"category_scores_gemma":[0.0000766485,0.00006668855,0.00007078853,0.0001482973,0.0002099758,0.0005011168,0.00001719639,0.0002720757,0.0001065785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001047386,"about_ca_system_score_gemma":0.0001229918,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7225413,"about_ca_topic_score_gemma":0.9887152,"domain_scores_codex":[0.9987761,0.0000319532,0.0001867467,0.00007529844,0.0004342168,0.0004956865],"domain_scores_gemma":[0.9993599,0.0000383111,0.0001527503,0.0001025387,0.00006440649,0.0002820838],"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":[0.00001377673,0.00001220698,0.0002748873,0.000001489731,0.000007029043,0.0001136969,0.001100036,3.969442e-7,0.00001663373,0.9362183,0.02222682,0.04001473],"study_design_scores_gemma":[0.0001512384,0.00001601808,0.01196906,0.00001786543,0.000003672152,0.00006697881,0.006614119,2.834034e-7,0.0001117814,0.008934547,0.9720141,0.0001003581],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1344717,0.0004014097,0.00026731,0.01247611,0.001213325,0.00007772547,0.00002172014,0.00003261762,0.8510381],"genre_scores_gemma":[0.9879432,0.0002145643,0.0001507298,0.004615969,0.003014901,5.136205e-7,2.159877e-7,0.000008833291,0.004051105],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9497873,"threshold_uncertainty_score":0.922864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01884840348816598,"score_gpt":0.2793188073536151,"score_spread":0.2604704038654491,"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."}}