{"id":"W3125828694","doi":"","title":"Modelling residential prices in Spain under the light of cointegrating techniques and automatic selection algorithms","year":2014,"lang":"en","type":"article","venue":"21st Annual European Real Estate Society Conference","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Economics; Real estate; Econometrics; Context (archaeology); Per capita; Real gross domestic product; Quarter (Canadian coin); Cointegration; Supply and demand; Stock (firearms); Macroeconomics; Geography; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00142219,0.0005198524,0.0006792254,0.0008475973,0.0001549735,0.00133333,0.000678311,0.0006980105,0.00198643],"category_scores_gemma":[0.004278769,0.0003924794,0.0006730744,0.001171193,0.0002771895,0.0006802648,0.000474438,0.000602686,0.0003917274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005198021,"about_ca_system_score_gemma":0.0007029072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02711465,"about_ca_topic_score_gemma":0.01617238,"domain_scores_codex":[0.9995406,0.0002551678,0.00002499635,0.00008333325,0.00004471176,0.00005131286],"domain_scores_gemma":[0.9985182,0.001014023,0.0002206845,0.00007287013,0.0001404171,0.00003385362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004181332,0.00004502145,0.01387574,0.00002937886,0.00005877199,0.0001138329,0.00005524272,0.9694532,0.000271401,0.003827015,0.0004009065,0.0118277],"study_design_scores_gemma":[0.000005343795,0.000006152319,0.001791372,0.000002180859,0.000003426035,0.000004887001,0.00001087773,0.9969336,0.00003853669,0.001058274,0.0001426144,0.000002685945],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7387856,0.0005586428,0.2556009,0.0002995576,0.00003593863,0.00005729465,0.001063982,0.0005865864,0.003011496],"genre_scores_gemma":[0.9717212,0.0002554912,0.02507626,0.00002327114,0.00002934781,0.00005577528,0.001001472,0.00006549822,0.001771773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02711465,"threshold_uncertainty_score":0.05391365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0221720524372019,"score_gpt":0.2205628626030922,"score_spread":0.1983908101658903,"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."}}