{"id":"W4390663093","doi":"10.3390/jrfm17010022","title":"An Investigation into the Spatial Distribution of British Housing Market Activity","year":2024,"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":"Economics; Inequality; Distribution (mathematics); Value (mathematics); Econometrics; Exponent; Normality; Financial crisis; Power (physics); Macroeconomics; Statistics; Mathematics","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":[0.000442609,0.0001225877,0.0002121397,0.002695041,0.0006511801,0.001095807,0.0004406959,0.0001965084,0.004344296],"category_scores_gemma":[0.002957696,0.0002008919,0.0001761627,0.006601976,0.0003843569,0.0006233529,0.000779904,0.0002528006,0.0007546915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002233553,"about_ca_system_score_gemma":0.0006638704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.446954,"about_ca_topic_score_gemma":0.6271506,"domain_scores_codex":[0.9995091,0.0001338164,0.00003714577,0.00009529461,0.0001291539,0.00009542693],"domain_scores_gemma":[0.998461,0.0004990838,0.0002583496,0.0001304545,0.0005662965,0.00008470675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001966384,0.00003870954,0.9047243,0.0001985561,0.00006344202,0.0006847794,0.009504582,0.001593771,0.002811561,0.007424474,0.005853208,0.06690595],"study_design_scores_gemma":[0.00000126184,0.00001853721,0.9879609,0.00001803408,0.000004528779,0.000150717,0.002812442,0.001258432,0.0001304986,0.0002490232,0.007386951,0.000008729917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760513,0.0007413353,0.001264714,0.0005070643,0.00001256544,0.00001550432,0.003374676,0.0000246504,0.01800814],"genre_scores_gemma":[0.9927805,0.0004288392,0.0006117488,0.00003017253,0.000007358985,0.0000108741,0.001744678,0.00001449979,0.004371291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.446954,"threshold_uncertainty_score":0.8887049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008915935476080099,"score_gpt":0.1947506653398658,"score_spread":0.1858347298637857,"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."}}