{"id":"W7113904786","doi":"10.69554/oask1216","title":"Ten years after: Advancements in using virtual data rooms for real estate transactions","year":2025,"lang":"en","type":"article","venue":"Corporate real estate journal","topic":"Financial Reporting and XBRL","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Workplace Health, Safety and Compensation Commission","funders":"","keywords":"Real estate; Documentation; Due diligence; Data breach; Variety (cybernetics); Function (biology); Event (particle physics)","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":[0.009476699,0.000565509,0.0003829091,0.001566276,0.002094412,0.01955036,0.001800432,0.001935517,0.02122078],"category_scores_gemma":[0.01807741,0.0004112171,0.0005990384,0.002567741,0.003619257,0.02478257,0.007294991,0.004998642,0.00651757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002592382,"about_ca_system_score_gemma":0.00272064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002533625,"about_ca_topic_score_gemma":0.003572204,"domain_scores_codex":[0.9937936,0.002128233,0.000421859,0.0006704758,0.002259823,0.0007259711],"domain_scores_gemma":[0.9854324,0.004400234,0.001063534,0.003122311,0.003592158,0.002389347],"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":[0.0001846916,0.0001846055,0.005074817,0.0005945259,0.00002466425,0.0004869606,0.006687476,0.0009323389,0.002251628,0.3292287,0.1238465,0.530503],"study_design_scores_gemma":[0.000007098563,0.0000802342,0.001473841,0.0003399587,0.000006918747,0.0004461408,0.002841552,0.0005345542,0.0009363217,0.01041689,0.9828711,0.00004543758],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1099027,0.1258647,0.09746218,0.2037574,0.03625175,0.0002474926,0.0008857072,0.00345221,0.4221757],"genre_scores_gemma":[0.6057078,0.08736032,0.09840149,0.02853082,0.01219879,0.0001604913,0.001386143,0.0029172,0.163337],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02122078,"threshold_uncertainty_score":0.07099056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06067357308151149,"score_gpt":0.3044096098842235,"score_spread":0.243736036802712,"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."}}