{"id":"W1998639988","doi":"10.2139/ssrn.1499306","title":"Financial Reporting Quality, Private Information, Monitoring and the Lease-Versus-Buy Decision","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":79,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Lease; Business; Finance; Private information retrieval; Quality (philosophy); Actuarial science; Accounting; Computer security; Computer science","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":[0.02330949,0.0002221635,0.0006550627,0.00153833,0.0006998068,0.006885985,0.000685691,0.002924481,0.008445591],"category_scores_gemma":[0.1059826,0.0002675963,0.0004417011,0.002143729,0.003285504,0.004930271,0.0009078541,0.002375738,0.0005993182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00194525,"about_ca_system_score_gemma":0.001193929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005065963,"about_ca_topic_score_gemma":0.007045481,"domain_scores_codex":[0.9938818,0.003288078,0.0006044739,0.0004460721,0.001034726,0.0007448943],"domain_scores_gemma":[0.635464,0.2586101,0.08738545,0.005839683,0.007270453,0.005430299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003238764,0.0009618885,0.8550415,0.0002150334,0.0005354247,0.000456892,0.001464395,0.007785505,0.0005507565,0.05680929,0.00648741,0.06645312],"study_design_scores_gemma":[0.0003420731,0.00102729,0.8466323,0.0001880302,0.0003485332,0.0003615042,0.002780679,0.01730124,0.001055859,0.124514,0.005331846,0.0001166946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.946907,0.005831988,0.004019144,0.01826134,0.000130511,0.00005718745,0.0003684309,0.00004820905,0.02437634],"genre_scores_gemma":[0.9982257,0.0002832029,0.0001576786,0.0002513102,0.00009549693,0.000003515198,0.0000413737,0.000005713522,0.0009358829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02330949,"threshold_uncertainty_score":0.1232739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01177376299106648,"score_gpt":0.2573958794708833,"score_spread":0.2456221164798168,"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."}}