{"id":"W4417273315","doi":"10.2139/ssrn.5817823","title":"The Long End of the Short-term: Value Creation, Appropriation and Destruction by Home-sharing Platforms in Long-Term Rental Markets","year":2025,"lang":"","type":"preprint","venue":"SSRN Electronic Journal","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph; McMaster University","funders":"","keywords":"Renting; Gentrification; Real estate; Value (mathematics); Rental housing; Investment (military); Cognitive reframing; Panel data; Boom","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","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005074247,0.0005780517,0.0005617857,0.0004542443,0.00131592,0.001280875,0.001212306,0.0004543168,0.00007516956],"category_scores_gemma":[0.0001600364,0.0003991975,0.0003079194,0.000526285,0.000224864,0.001975761,0.001059233,0.004083923,0.000004175713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001405336,"about_ca_system_score_gemma":0.0009746323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004416306,"about_ca_topic_score_gemma":0.00421028,"domain_scores_codex":[0.9954036,0.00004150426,0.001460166,0.0007098717,0.0005150701,0.001869753],"domain_scores_gemma":[0.9975161,0.0001559447,0.001521342,0.0005755803,0.0001975403,0.0000335131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003726378,0.00008258504,0.8600993,0.0004700161,0.0004423232,0.000001751412,0.0001631048,0.0003192059,0.00003817063,0.02038668,0.00001801948,0.1176063],"study_design_scores_gemma":[0.001255178,0.00003354661,0.7796731,0.001467258,0.0003477076,0.0001743288,0.0006601896,0.005803908,0.0001304622,0.2098134,0.00009522623,0.0005456491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881374,0.005192239,0.00247814,0.0002891036,0.001930471,0.000944388,0.000011003,0.00002156095,0.0009957],"genre_scores_gemma":[0.9823657,0.01536442,0.0000111882,0.00003761884,0.0008338553,0.00003651028,0.0001386415,0.00003753246,0.001174528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1894268,"threshold_uncertainty_score":0.9999842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00787069815511397,"score_gpt":0.2225595093432654,"score_spread":0.2146888111881514,"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."}}