{"id":"W3160669027","doi":"10.1016/j.jmoneco.2024.103684","title":"Wage employment, unemployment and self-employment across countries","year":2024,"lang":"en","type":"article","venue":"Journal of Monetary Economics","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"University of Toronto; Social Sciences and Humanities Research Council of Canada; University of Alberta; Georgetown University; International Growth Centre; Universität St. Gallen; Florida International University; University of Miami","keywords":"Unemployment; Economics; Matching (statistics); Labour economics; Wage; Productivity; Efficiency wage","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001478098,0.0002522918,0.0006583385,0.001760779,0.0006257625,0.001794685,0.0004191899,0.0005618535,0.002672368],"category_scores_gemma":[0.00400181,0.0002978062,0.0007655669,0.002672562,0.000987045,0.0009454731,0.001972826,0.0004452286,0.0003089165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006416888,"about_ca_system_score_gemma":0.0005684908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0200804,"about_ca_topic_score_gemma":0.01578144,"domain_scores_codex":[0.9992737,0.0001888699,0.00007406372,0.000149496,0.00008728978,0.0002265706],"domain_scores_gemma":[0.9973188,0.0007007252,0.00114572,0.0002214138,0.0001906711,0.0004226678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002496397,0.00009975085,0.9605672,0.0001014799,0.0005932723,0.0003162921,0.00074171,0.02438882,0.0002431847,0.003729812,0.0009331348,0.008035764],"study_design_scores_gemma":[0.00004656514,0.000152166,0.984696,0.00009112022,0.0002183872,0.000212269,0.002055809,0.008643254,0.0002262636,0.002305448,0.001327589,0.00002502221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968684,0.00064943,0.0003318005,0.0001396116,0.000008580794,0.000007891123,0.0005174092,0.00001403146,0.00146291],"genre_scores_gemma":[0.9988569,0.0002395778,0.0001088017,0.00001825361,0.00000396829,0.00000660555,0.0003814747,0.000004233176,0.0003802702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0200804,"threshold_uncertainty_score":0.03992707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02266823771220472,"score_gpt":0.2374182633931839,"score_spread":0.2147500256809792,"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."}}