{"id":"W2780757756","doi":"10.3386/w24220","title":"Wage Dynamics and Returns to Unobserved Skill","year":2018,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Political Economy and Marxism","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bank of Canada; Western University","funders":"","keywords":"Wage; Economics; Dynamics (music); Econometrics; Labour economics; Psychology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001281957,0.0001938705,0.0003152448,0.0008627434,0.0003099499,0.001336281,0.0006354734,0.0006971835,0.005525336],"category_scores_gemma":[0.01070649,0.0002492135,0.00044595,0.00124913,0.001004608,0.001029914,0.0007246893,0.001596035,0.0007174767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001075389,"about_ca_system_score_gemma":0.00054322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02341486,"about_ca_topic_score_gemma":0.01770893,"domain_scores_codex":[0.9995322,0.00009699851,0.00003469867,0.0001142771,0.00009160001,0.0001302671],"domain_scores_gemma":[0.9965619,0.001497716,0.001299907,0.0002832976,0.0001889979,0.0001681259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001348724,0.0001246513,0.8602331,0.00005353894,0.0000979555,0.0003366564,0.0009670513,0.0521399,0.0009099841,0.05417095,0.002586536,0.02824483],"study_design_scores_gemma":[0.00003569503,0.0001364599,0.7850666,0.0000533245,0.00004436522,0.0002270444,0.001105781,0.1558134,0.0008799633,0.05123146,0.005364958,0.0000408781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986706,0.0002536395,0.006163222,0.001599246,0.00001496638,0.00001978084,0.001306284,0.00005367082,0.003883309],"genre_scores_gemma":[0.9964548,0.0001684209,0.0004065616,0.00006165075,0.00001397088,0.000007703879,0.0006760271,0.00001022079,0.002200479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02341486,"threshold_uncertainty_score":0.04655713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4341837505667906,"score_gpt":0.5731956997279021,"score_spread":0.1390119491611115,"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."}}