{"id":"W3123452044","doi":"10.3386/w18334","title":"Job Polarization and Jobless Recoveries","year":2012,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Labor market dynamics and wage inequality","field":"Economics, Econometrics and Finance","cited_by":228,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Polarization (electrochemistry); Labour economics; Economics; Chemistry","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":[0.001220842,0.0002245748,0.0003448341,0.001805183,0.001378014,0.001154337,0.0004333046,0.0007627066,0.00810775],"category_scores_gemma":[0.007137046,0.0001439367,0.0003230041,0.002243795,0.001389254,0.001186481,0.002669524,0.001512555,0.000753918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005894318,"about_ca_system_score_gemma":0.0005215242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006337114,"about_ca_topic_score_gemma":0.005662418,"domain_scores_codex":[0.998834,0.0002137236,0.00007469848,0.00009005013,0.0002235235,0.0005641805],"domain_scores_gemma":[0.9911181,0.001348055,0.004395158,0.0003790473,0.0005236967,0.002235848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004905362,0.0005384538,0.9233272,0.0001444166,0.0001193219,0.0005647456,0.003142649,0.00196262,0.0003631175,0.02080125,0.01300542,0.03554017],"study_design_scores_gemma":[0.00001072871,0.00006066055,0.9839048,0.00008252707,0.00001554612,0.0002306048,0.002578982,0.0007187342,0.0001073717,0.008072397,0.004200157,0.00001748821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719205,0.001964962,0.0009206991,0.003832421,0.00009103289,0.0000487594,0.002595583,0.00001315471,0.01861292],"genre_scores_gemma":[0.9965543,0.0005789316,0.00008230409,0.0001630095,0.0001001378,0.00001815154,0.001000868,0.000004722971,0.001497585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00810775,"threshold_uncertainty_score":0.02712315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.377260823838019,"score_gpt":0.4532016947937689,"score_spread":0.07594087095574992,"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."}}