{"id":"W7110813288","doi":"10.15353/rea.v17i3.6502","title":"The Inverted Okun's Law: Evidence from France","year":2025,"lang":"en","type":"article","venue":"Review of Economic Analysis","topic":"Unemployment and Economic Growth","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Unemployment; Unemployment rate; Nonlinear system; Full employment; Okun's law; Transition (genetics); Economic expansion","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00252752,0.0002696467,0.0005607051,0.001175857,0.000539245,0.001296069,0.0005831473,0.0006086711,0.002040616],"category_scores_gemma":[0.007062053,0.0001660356,0.0005581554,0.001389023,0.001099971,0.000672439,0.0007618949,0.0008531655,0.0003483868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001361832,"about_ca_system_score_gemma":0.0009436295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09002775,"about_ca_topic_score_gemma":0.05613703,"domain_scores_codex":[0.9990014,0.0004495503,0.00004503865,0.0001884868,0.0001726572,0.0001428286],"domain_scores_gemma":[0.9951707,0.003034426,0.000916277,0.0001970033,0.0005667799,0.00011473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008862283,0.0002220123,0.7905455,0.0005656272,0.0006406942,0.002666567,0.00445493,0.03068814,0.0005161703,0.05580973,0.008393143,0.1046113],"study_design_scores_gemma":[0.00008597961,0.0003861515,0.8859782,0.0004403648,0.0002959234,0.0006617181,0.00453118,0.05831314,0.0005653189,0.01846078,0.03017656,0.000104739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746747,0.008869859,0.002801128,0.00347959,0.00004544638,0.00001193656,0.0003936935,0.00003944513,0.009684265],"genre_scores_gemma":[0.9957184,0.002755668,0.0003021569,0.00018212,0.00004318054,0.000004058385,0.0003113527,0.00001185972,0.0006710837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09002775,"threshold_uncertainty_score":0.1790075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02873423993399637,"score_gpt":0.2559659330831031,"score_spread":0.2272316931491067,"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."}}