{"id":"W2058828690","doi":"10.2139/ssrn.1539118","title":"Corporate Governance, External Market Discipline and Firm Productivity","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; University of Lethbridge","funders":"University of New South Wales","keywords":"Corporate governance; Business; Productivity; Product market; Industrial organization; Sample (material); Accounting; Economics; Market economy; Finance; Incentive","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002056353,0.0002112652,0.0003697232,0.0008984473,0.000405174,0.002614629,0.0003388134,0.001339003,0.009082519],"category_scores_gemma":[0.01481259,0.0001688561,0.0002762501,0.001681492,0.001058807,0.001795927,0.00114865,0.001446923,0.001089368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007106301,"about_ca_system_score_gemma":0.0006762452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002519398,"about_ca_topic_score_gemma":0.005431375,"domain_scores_codex":[0.9994125,0.0001960365,0.00004340908,0.00008679799,0.00009218158,0.000169027],"domain_scores_gemma":[0.9643186,0.0166084,0.01298543,0.001090138,0.0009115263,0.004086025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003746733,0.0004888151,0.974995,0.0000413593,0.0002064034,0.000219866,0.0003291613,0.00220879,0.0003815335,0.005259131,0.001535644,0.01395969],"study_design_scores_gemma":[0.00004577981,0.0001594351,0.9861422,0.00003243093,0.0001216264,0.0001169218,0.000546317,0.001913891,0.0001997201,0.009280615,0.001430026,0.00001098823],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896423,0.001182147,0.0004017005,0.0009772687,0.00002524441,0.000006118382,0.0001366917,0.00001413969,0.007614276],"genre_scores_gemma":[0.9979262,0.0002799845,0.00002952442,0.00006186131,0.00005526634,0.000001925709,0.000107362,0.000003399846,0.001534424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009082519,"threshold_uncertainty_score":0.03038406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007996752940550075,"score_gpt":0.196978679946705,"score_spread":0.1889819270061549,"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."}}