{"id":"W2126701309","doi":"","title":"COMPARISON OF SPATIAL HEDONIC HOUSE PRICE MODELS: APPLICATION TO REAL ESTATE TRANSACTIONS IN VANCOUVER WEST","year":2014,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"House price; Real estate; Economics; Computer science; Econometrics; 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":[0.001900733,0.0007174098,0.0006859785,0.001166036,0.0006985072,0.001709021,0.001822902,0.0006041609,0.002535081],"category_scores_gemma":[0.005160936,0.0004023632,0.0008392052,0.001904445,0.0004222415,0.0008098207,0.0007629105,0.0005565613,0.000318389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006955679,"about_ca_system_score_gemma":0.003734351,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8198143,"about_ca_topic_score_gemma":0.8040774,"domain_scores_codex":[0.9991948,0.0003976275,0.0000376448,0.000113219,0.0001414922,0.0001152473],"domain_scores_gemma":[0.9977042,0.001214358,0.0001683272,0.0001393092,0.0006521184,0.0001217157],"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":[0.0002803628,0.0002975555,0.07994363,0.0001013642,0.000304927,0.0002937063,0.0004679556,0.8754506,0.0002840078,0.00854644,0.002126146,0.03190326],"study_design_scores_gemma":[0.00002019544,0.00003713866,0.01692444,0.0000125777,0.00002743069,0.00003391932,0.0004318888,0.9804705,0.00009668404,0.001239016,0.0006840482,0.00002201517],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849798,0.0003136986,0.008604071,0.0003205108,0.00001929347,0.0000553354,0.0005718323,0.0001344923,0.005000942],"genre_scores_gemma":[0.9935665,0.0002284948,0.003392655,0.00002549043,0.000007450767,0.00002028253,0.0005939648,0.00002470085,0.002140498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1801857,"threshold_uncertainty_score":0.3624936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02097836875087578,"score_gpt":0.209032151095985,"score_spread":0.1880537823451092,"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."}}