{"id":"W4382294975","doi":"10.5392/jkca.2023.23.04.314","title":"A Study on Office Market Bubble Estimation : Using RADF Test and GSADF Test","year":2023,"lang":"en","type":"article","venue":"The Journal of the Korea Contents Association","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Renting; Real estate; Order (exchange); Test (biology); Business; Economics; Finance; Engineering; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00382332,0.0001119374,0.0002859601,0.0001497652,0.0002833943,0.0001192766,0.0002563881,0.00006241547,0.00001969558],"category_scores_gemma":[0.00310088,0.00008116137,0.00008717789,0.0002722851,0.00002056843,0.0002325047,0.00007484458,0.0002076973,0.0000544045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004456552,"about_ca_system_score_gemma":0.00001963638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001156672,"about_ca_topic_score_gemma":0.00003345579,"domain_scores_codex":[0.9989024,0.00008714876,0.0006146007,0.0001098485,0.00009386491,0.0001921253],"domain_scores_gemma":[0.9970818,0.001068965,0.001536394,0.0001957218,0.00007915562,0.00003796022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008049064,0.000248075,0.9902059,0.000007317721,0.0001449614,0.000002029415,0.001540434,0.001308165,0.0001143429,0.0001181229,0.005039729,0.001190408],"study_design_scores_gemma":[0.001266743,0.0002075338,0.9487062,0.00004985453,0.00007853881,0.00001240592,0.0007984769,0.04552788,0.00003003299,0.002490164,0.0006963029,0.0001359506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922224,0.00003960793,0.00007002343,0.001676259,0.0006361276,0.000242794,0.00003158252,0.00001471195,0.005066494],"genre_scores_gemma":[0.9981343,0.0001141113,0.00003477691,0.0001371158,0.0001272835,0.000001582584,0.000001229105,0.00001884595,0.001430781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04421971,"threshold_uncertainty_score":0.3712267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05142996231317689,"score_gpt":0.2463553039717387,"score_spread":0.1949253416585618,"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."}}