{"id":"W1906950200","doi":"10.1142/s021759081550085x","title":"UNEMPLOYMENT DYNAMICS IN THE ASIA-PACIFIC REGION: A PRELIMINARY INVESTIGATION","year":2015,"lang":"en","type":"article","venue":"The Singapore Economic Review","topic":"Unemployment and Economic Growth","field":"Economics, Econometrics and Finance","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Unemployment; Unit root; Unit root test; China; Economics; Quarter (Canadian coin); Unemployment rate; Demographic economics; Development economics; Asia pacific; Cointegration; Geography; Economy; Economic growth; Econometrics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003331504,0.0002749289,0.0006294858,0.0001332884,0.0001336676,0.000128604,0.0008232638,0.00008771272,0.00009932214],"category_scores_gemma":[0.00009538174,0.0002074469,0.0001928319,0.0002257253,0.0001711203,0.0003575695,0.000107665,0.0002850912,0.001724661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009204762,"about_ca_system_score_gemma":0.00008482289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002454161,"about_ca_topic_score_gemma":0.000118268,"domain_scores_codex":[0.9977003,0.0001315239,0.001249859,0.0004935323,0.00004297254,0.0003817852],"domain_scores_gemma":[0.9981059,0.0001152399,0.0007152668,0.0009414649,0.00001553003,0.0001065296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004779103,0.0001180518,0.0811333,0.0004526057,0.0000999049,0.00002241144,0.002257545,0.0002569094,2.562121e-7,0.7086837,0.2025492,0.004378297],"study_design_scores_gemma":[0.001571004,0.0004078737,0.007064258,0.001208008,0.00009382761,0.0002523627,0.002294632,0.01763775,0.000009329881,0.2776385,0.6907045,0.001118017],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3379963,0.170534,0.0002308732,0.1937531,0.002498557,0.004485968,0.00009558002,0.0001675913,0.2902381],"genre_scores_gemma":[0.9769121,0.01490106,0.0001191535,0.004444786,0.0003756676,0.0003035106,0.0001372787,0.00006450135,0.002741928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6389158,"threshold_uncertainty_score":0.9990526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09486975783423582,"score_gpt":0.248131848315453,"score_spread":0.1532620904812171,"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."}}