{"id":"W4239182967","doi":"10.1108/oxan-db203306","title":"Long- and short-term threats undermine Taiwan economy","year":2015,"lang":"en","type":"other","venue":"Emerald expert briefings","topic":"Socioeconomic Development in Asia","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disadvantage; Quarter (Canadian coin); Private consumption; Fell; Stock market; Economics; Pessimism; Presidential system; Medium term; Real gross domestic product; Economy; Consumption (sociology); Stock (firearms); China; Government (linguistics); Development economics; Economic policy; Business; Political science; Monetary economics; Geography; Macroeconomics; Fiscal policy","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000360766,0.0003945036,0.0005308993,0.0001499096,0.000249194,0.0002168035,0.0004238523,0.000500172,0.006496293],"category_scores_gemma":[0.0000405989,0.0004402525,0.00007857841,0.00009644565,0.0005650856,0.0002053541,0.0001489871,0.0002137823,0.0003697117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003411975,"about_ca_system_score_gemma":0.0004710084,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03154541,"about_ca_topic_score_gemma":0.007738329,"domain_scores_codex":[0.9981539,0.00007785936,0.0003223945,0.0006473554,0.0002330703,0.0005654512],"domain_scores_gemma":[0.9990668,0.00004140554,0.0001670231,0.000334556,0.00004586788,0.0003443535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000286285,0.00001914581,0.0003503153,0.00001424276,0.00008902227,0.00001558934,0.01084001,2.560323e-8,0.000001334374,0.001508756,0.9803098,0.006848847],"study_design_scores_gemma":[0.0002582508,0.00001210768,0.0001298015,0.0000866363,0.00001398347,0.000005316894,0.0002556446,9.344617e-7,0.000003443439,0.002236965,0.9964482,0.0005487821],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006695473,0.005825033,0.0000305647,0.0818525,0.0005036184,0.0005294431,0.00001676814,0.0004643961,0.9107107],"genre_scores_gemma":[0.0002168676,0.001826373,0.000781454,0.04290445,0.001662492,0.00007749,0.0001385351,0.0004062501,0.9519861],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04127536,"threshold_uncertainty_score":0.9998049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0417136992633372,"score_gpt":0.3282191310855482,"score_spread":0.286505431822211,"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."}}