{"id":"W2415997226","doi":"10.3390/jrfm9020005","title":"Humanizing Finance by Hedging Property Values","year":2016,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Real estate; Finance; Equity (law); Recession; Business; Real estate investment trust; Property management; Risk management; Capitalization rate; Asset (computer security); Work (physics); Financial crisis; Economics; Macroeconomics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001651322,0.0002753524,0.0002148791,0.0005544416,0.0003549923,0.002580287,0.0003912234,0.0006605522,0.005671143],"category_scores_gemma":[0.004367192,0.0001104565,0.0002017799,0.0006377517,0.00257528,0.002935664,0.001385722,0.0006830876,0.0004169684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006851458,"about_ca_system_score_gemma":0.0008949029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00180765,"about_ca_topic_score_gemma":0.00222422,"domain_scores_codex":[0.9996251,0.0002229726,0.000009780479,0.00004258689,0.00005596254,0.00004360296],"domain_scores_gemma":[0.9990246,0.0004691939,0.0001320585,0.0002274139,0.00007492016,0.00007180437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000704311,0.0002031873,0.01588342,0.00007967239,0.00004464407,0.0001509834,0.00160191,0.0334782,0.001281264,0.6067345,0.008035695,0.332436],"study_design_scores_gemma":[0.000023051,0.0000966853,0.006377909,0.0000871482,0.00001482776,0.00009521266,0.0009414007,0.03900217,0.001184317,0.9094065,0.04274496,0.00002576233],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3709265,0.007725773,0.3319889,0.02113439,0.0005233414,0.0001732136,0.0002387084,0.0005598715,0.2667293],"genre_scores_gemma":[0.952242,0.002298302,0.03493872,0.0004448642,0.0001467029,0.00003568034,0.00005050493,0.00002632725,0.009816957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005671143,"threshold_uncertainty_score":0.01897186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01361755051219388,"score_gpt":0.186086612002628,"score_spread":0.1724690614904341,"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."}}