{"id":"W4214736592","doi":"10.53383/100233","title":"International Real Estate Review","year":2017,"lang":"en","type":"article","venue":"International Real Estate Review","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Volatility (finance); Real estate investment trust; Portfolio; Equity (law); Financial economics; Real estate; Economics; Econometrics; Volatility risk premium; Implied volatility; Business; Finance","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":[0.001432004,0.0002775757,0.0007522827,0.0001304643,0.0002065766,0.0003153882,0.001500418,0.00007459091,0.002270753],"category_scores_gemma":[0.0007640579,0.0003052476,0.0003418348,0.00006102044,0.0001124143,0.0008086853,0.000310636,0.0002282882,0.002454007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000322966,"about_ca_system_score_gemma":0.00005954151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002137981,"about_ca_topic_score_gemma":0.0001640612,"domain_scores_codex":[0.9976668,0.00002786023,0.00125345,0.0005898409,0.0001229987,0.000338992],"domain_scores_gemma":[0.9973993,0.00007284126,0.001387621,0.0008277367,0.0001529708,0.0001595037],"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":[0.00001170507,0.0000473591,0.00387362,0.001042792,0.0001108163,0.00002892463,0.00003377218,0.000003280339,0.000001190862,0.001163075,0.006930802,0.9867527],"study_design_scores_gemma":[0.0002930358,0.0000188555,0.004661188,0.002853602,0.00002495508,0.00002986959,0.000003476483,0.0005811308,0.000001895989,0.0002132332,0.9909968,0.0003219986],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.001343418,0.0008126905,0.00006980967,0.009103088,0.002509005,0.0003658199,0.0002659373,0.00005902338,0.9854712],"genre_scores_gemma":[0.003766321,0.9937556,0.0005845202,0.0005843735,0.0004010421,0.00006345218,0.0002235351,0.00004693733,0.0005741732],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9929429,"threshold_uncertainty_score":0.99994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05693708422161269,"score_gpt":0.3147410023974612,"score_spread":0.2578039181758485,"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."}}