{"id":"W2901628221","doi":"10.6000/1929-7092.2018.07.83","title":"Impact of Banking Real Estate as an Asset Class on Financial System Stability: Monitoring, Forecasting, Management","year":2018,"lang":"en","type":"article","venue":"Journal of Reviews on Global Economics","topic":"Insurance and Financial Risk Management","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Real estate; Financial stability; Finance; Business; Asset (computer security); Stability (learning theory); Asset management; Class (philosophy); Financial system; Economics; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002501275,0.000331926,0.001264898,0.0002558356,0.0001271558,0.00009816988,0.0005593183,0.0001268036,0.00006480151],"category_scores_gemma":[0.0001302215,0.000316224,0.0006418347,0.0002591289,0.0000792725,0.0004423525,0.00007890048,0.0002263203,0.0002266728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001676514,"about_ca_system_score_gemma":0.00008645817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002780747,"about_ca_topic_score_gemma":0.00005512414,"domain_scores_codex":[0.9967188,0.00006353568,0.002271737,0.0004255848,0.00008436615,0.0004359532],"domain_scores_gemma":[0.995758,0.00003000867,0.003319139,0.0005852432,0.0001403206,0.0001672664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001291241,0.0007934822,0.2530929,0.000657775,0.000408388,0.0000725596,0.0005296363,0.0013738,0.00000170528,0.3950703,0.002019287,0.344689],"study_design_scores_gemma":[0.004473825,0.01749915,0.5349321,0.002681722,0.0002101683,0.00009939507,0.0004122555,0.00305625,0.0001186635,0.02966373,0.4052926,0.001560127],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9006002,0.0005128632,0.0002227937,0.00002943094,0.001669028,0.0004504458,0.0001687906,0.00001175734,0.0963347],"genre_scores_gemma":[0.9745295,0.02325719,0.001213357,0.00007306255,0.0008559119,0.00001062327,0.000004677946,0.00002581555,0.00002988457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4032733,"threshold_uncertainty_score":0.999929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06642483864217072,"score_gpt":0.3015378080489298,"score_spread":0.2351129694067591,"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."}}