{"id":"W3202299309","doi":"10.53383/100319","title":"International Real Estate Review","year":2021,"lang":"en","type":"article","venue":"International Real Estate Review","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Real estate; Valuation (finance); Residential real estate; Econometrics; Quarter (Canadian coin); Market value; Computer science; Generalization; Actuarial science; Economics; Finance; Geography; Mathematics","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":[0.001443355,0.0005547709,0.0006860427,0.002370461,0.0003663485,0.002340648,0.0009200739,0.0008835698,0.03146676],"category_scores_gemma":[0.004797282,0.0002376516,0.0005328595,0.003578803,0.0004842489,0.001789904,0.0006624603,0.001069519,0.01310494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00121633,"about_ca_system_score_gemma":0.002322178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005732551,"about_ca_topic_score_gemma":0.007109924,"domain_scores_codex":[0.9992993,0.0001530222,0.00006960535,0.0001119867,0.0003241229,0.00004198418],"domain_scores_gemma":[0.9979748,0.0006462973,0.0002033759,0.0001518355,0.0009487718,0.00007488983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002569323,0.00004655652,0.001769835,0.00206157,0.00009011869,0.0001160896,0.00007445311,0.001375528,0.0002296204,0.02694268,0.2449452,0.7223226],"study_design_scores_gemma":[0.000004174718,0.00001617019,0.002402965,0.001152617,0.00003341225,0.0001910379,0.00007661931,0.0006867557,0.0001047535,0.005353095,0.9899697,0.000008760974],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.004785526,0.8449191,0.01026139,0.0212608,0.00438129,0.00007389163,0.001626783,0.0002094543,0.1124817],"genre_scores_gemma":[0.05294121,0.8670997,0.006424948,0.003495263,0.003627538,0.00008141444,0.003010767,0.0001131703,0.06320596],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03146676,"threshold_uncertainty_score":0.1052667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04105421827084135,"score_gpt":0.2887458825836571,"score_spread":0.2476916643128157,"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."}}