{"id":"W7117246958","doi":"10.2139/ssrn.5962875","title":"<p>Structuring and Executing Real Estate Transactions - A Comparative Study of M&A, Private Equity Investments, Joint Ventures, and Due Diligence in India, The United States, The United Kingdom, Canada, and Singapore</p>","year":2025,"lang":"","type":"preprint","venue":"SSRN Electronic Journal","topic":"Legal principles and applications","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Real estate; Real estate investment trust; Due diligence; Corporate Real Estate; Jurisdiction; Real estate development; Equity (law); Stock market; Corporate governance","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":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0049172,0.0006178339,0.0008367493,0.0004587865,0.003615606,0.0005060803,0.0009194687,0.0002234345,0.000008335699],"category_scores_gemma":[0.0001161681,0.0004549001,0.00009950827,0.001763356,0.00113386,0.0002191082,0.0006642488,0.004909026,2.002013e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002212289,"about_ca_system_score_gemma":0.006984482,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7850567,"about_ca_topic_score_gemma":0.9666696,"domain_scores_codex":[0.992952,0.001705413,0.00143914,0.0007928947,0.0009526116,0.002157944],"domain_scores_gemma":[0.9967665,0.0006805292,0.001422394,0.0005431348,0.000289662,0.0002977778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0006976832,0.001497666,0.01554556,0.000518386,0.004238682,0.00003623633,0.5628663,0.05784094,0.001509377,0.3322464,0.00006472666,0.02293795],"study_design_scores_gemma":[0.008122647,0.001085692,0.354792,0.002160691,0.002949254,0.000574551,0.307984,0.01342152,0.0003250551,0.2469944,0.0581579,0.00343233],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945055,0.001118618,0.0008252659,0.001103434,0.0001719528,0.001879641,0.0001345299,0.0000174471,0.0002435981],"genre_scores_gemma":[0.9673871,0.032072,0.00007177015,0.00009643984,0.00007262683,0.0000734197,0.00005847055,0.00002316629,0.0001450095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3392464,"threshold_uncertainty_score":0.9997903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05623347435947919,"score_gpt":0.3314296778890993,"score_spread":0.2751962035296202,"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."}}