{"id":"W4399533152","doi":"10.1108/oxan-db287604","title":"Labour shortages will dampen economic growth in Russia","year":2024,"lang":"en","type":"article","venue":"Emerald expert briefings","topic":"Russia and Soviet political economy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Economics; Economic shortage; Labour economics; Investment (military); Quarter (Canadian coin); Competition (biology); Inflation (cosmology); Profitability index; Capital (architecture); Economic policy; 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":[0.001539858,0.0001279227,0.0002216302,0.0005031595,0.001811462,0.001912704,0.0002813913,0.001328867,0.0061637],"category_scores_gemma":[0.003025076,0.0001053115,0.0001853049,0.0003634674,0.001333077,0.0008996791,0.002174061,0.001215004,0.00139012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001892607,"about_ca_system_score_gemma":0.003395695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01130276,"about_ca_topic_score_gemma":0.01453731,"domain_scores_codex":[0.9993974,0.0002030796,0.00003686186,0.00003554548,0.00009602661,0.0002311263],"domain_scores_gemma":[0.9990258,0.0002411555,0.0002184188,0.00004583247,0.0001690603,0.0002996612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004478167,0.000291142,0.2053353,0.001209558,0.00007681166,0.002389939,0.01845297,0.003878237,0.006350209,0.1860044,0.283406,0.2921577],"study_design_scores_gemma":[0.00003956621,0.0002731139,0.2005656,0.001436878,0.00003608624,0.0005089026,0.01860205,0.001642686,0.001422413,0.04563162,0.7297955,0.00004558149],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.4042093,0.02197224,0.001127883,0.3056728,0.003198242,0.00004387064,0.0005714836,0.0001774273,0.2630267],"genre_scores_gemma":[0.9523369,0.01058204,0.0002461275,0.008605114,0.0008679982,0.00002155172,0.0001174025,0.00002263111,0.02720024],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01130276,"threshold_uncertainty_score":0.02247393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01377693665949695,"score_gpt":0.3109979602838734,"score_spread":0.2972210236243764,"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."}}