{"id":"W3199762387","doi":"10.1111/roiw.12534","title":"Residential Property Price Indexes: Spatial Coordinates Versus Neighborhood Dummy Variables","year":2021,"lang":"en","type":"article","venue":"Review of Income and Wealth","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Econometrics; Context (archaeology); Nonparametric statistics; Property (philosophy); Hedonic index; Hedonic regression; Regression; Economics; Regression analysis; Spatial contextual awareness; Function (biology); Interpolation (computer graphics); Price index; Nonparametric regression; Mathematics; Statistics; Computer science; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.000903298,0.0001535189,0.0007457488,0.00008418035,0.0001000376,0.00004931259,0.0001520674,0.00008488404,0.0005046293],"category_scores_gemma":[0.0003727418,0.0001374709,0.0001080278,0.0002244624,0.00005198227,0.0001865459,0.0001323202,0.0001348322,0.0000736773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006991062,"about_ca_system_score_gemma":0.0001480667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006209667,"about_ca_topic_score_gemma":0.00008285005,"domain_scores_codex":[0.9984663,0.00004613104,0.0008427017,0.0003540595,0.00003647082,0.0002542996],"domain_scores_gemma":[0.9989182,0.0001018847,0.0004861502,0.0003224044,0.00006700389,0.0001043145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004820922,0.0007899837,0.4678409,0.0681878,0.0006457584,0.00006073472,0.0007706895,0.00001701482,0.00006837308,0.2236425,0.01057886,0.2269153],"study_design_scores_gemma":[0.009738669,0.001172972,0.09849869,0.02052544,0.0002881851,0.000102218,0.0002609076,0.002267028,0.0006241969,0.04659658,0.8172882,0.002636926],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.08070379,0.4538493,0.004286878,0.005424152,0.004339434,0.001301383,0.0003078062,0.0001116513,0.4496756],"genre_scores_gemma":[0.6295346,0.3689561,0.0004800156,0.000376565,0.0002229576,0.00001223391,0.00002973422,0.00002336161,0.0003644414],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8067093,"threshold_uncertainty_score":0.5605902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02219825213045146,"score_gpt":0.2408713286935338,"score_spread":0.2186730765630823,"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."}}