{"id":"W3033023913","doi":"10.53383/100290","title":"International Real Estate Review","year":2019,"lang":"en","type":"article","venue":"International Real Estate Review","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"University of Connecticut","keywords":"Real estate investment trust; Market liquidity; Economics; Financial crisis; Capital (architecture); Financial economics; Business; Monetary economics; Real estate; Finance; Geography; Macroeconomics","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":[0.001264113,0.0002775589,0.0007817466,0.0001751102,0.00004414466,0.0001066471,0.0008090729,0.00007447494,0.006188162],"category_scores_gemma":[0.0002352407,0.0003046874,0.0003387913,0.000178375,0.00004527888,0.0005348525,0.0001809124,0.0002321066,0.008350601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000383421,"about_ca_system_score_gemma":0.00006076186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009498327,"about_ca_topic_score_gemma":0.00005155244,"domain_scores_codex":[0.9975442,0.00003513876,0.00133516,0.0006134378,0.0001313149,0.0003408017],"domain_scores_gemma":[0.9983566,0.0001043791,0.0007829508,0.0004789854,0.000138485,0.0001385495],"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":[0.00001446275,0.00005391872,0.005196553,0.001701096,0.0001165796,0.00001357143,0.00004352885,0.00001402617,0.00000283466,0.00127146,0.005889717,0.9856822],"study_design_scores_gemma":[0.0003098882,0.00002839547,0.001557407,0.002742005,0.00001932915,0.00002960943,0.000006208437,0.0009068616,0.00000186066,0.000123271,0.9939447,0.0003304591],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.004081072,0.001037394,0.00004704516,0.004271479,0.002560262,0.0005325528,0.0002156705,0.00007337835,0.9871811],"genre_scores_gemma":[0.003014802,0.9940075,0.0004909983,0.0009129319,0.0002430862,0.00005298109,0.0003622239,0.00005079026,0.0008646867],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9929701,"threshold_uncertainty_score":0.9999405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0290573973392196,"score_gpt":0.2748293888110775,"score_spread":0.2457719914718579,"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."}}