{"id":"W3204720912","doi":"10.53383/100161","title":"International Real Estate Review","year":2012,"lang":"en","type":"article","venue":"International Real Estate Review","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Real estate; Business; International Financial Reporting Standards; Real estate investment trust; Accounting; Fair value; Sample (material); Capitalization rate; Finance; Investment (military); Asset (computer security)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001477071,0.000405762,0.0005377913,0.0001875074,0.0001178749,0.0002139647,0.0011253,0.00005277138,0.003251053],"category_scores_gemma":[0.004666419,0.0003776079,0.0002868853,0.0004656993,0.0000763923,0.002565628,0.0006565888,0.0003256738,0.00395395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002525731,"about_ca_system_score_gemma":0.00003670749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001798928,"about_ca_topic_score_gemma":0.00006195727,"domain_scores_codex":[0.9966989,0.00004356731,0.0009485123,0.0004997802,0.001222975,0.0005862795],"domain_scores_gemma":[0.9906317,0.0000951017,0.008282805,0.0004153174,0.0005134225,0.00006167268],"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":[0.00001053367,0.00008724433,0.004558316,0.00430093,0.0001135289,0.00002875154,0.00002184303,0.000005941563,0.00001149922,0.001038436,0.03947446,0.9503485],"study_design_scores_gemma":[0.0002593769,0.000005699719,0.007919314,0.008159521,0.0001722822,0.00001886043,0.00001330809,0.0001518546,0.000002341378,0.00001616425,0.9828957,0.0003856148],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.001044306,0.001290654,0.0016482,0.007446719,0.002194881,0.0007033565,0.00002857281,0.0002351027,0.9854082],"genre_scores_gemma":[0.006484488,0.9841898,0.0003955968,0.004871617,0.002498368,0.0001357977,0.000444709,0.00007178968,0.0009078345],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9845003,"threshold_uncertainty_score":0.9998676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01986423987650444,"score_gpt":0.2884619829202787,"score_spread":0.2685977430437743,"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."}}