{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0114291,0.0002322822,0.0007550961,0.000968622,0.0001608906,0.0001434877,0.0003701631,0.0005355197,0.0009107125],"category_scores_gemma":[0.00172563,0.000277472,0.0001432851,0.000221359,0.0002628092,0.0004114344,0.0002656948,0.0006059751,0.0001749057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001417933,"about_ca_system_score_gemma":0.0009323291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004899782,"about_ca_topic_score_gemma":0.0003081744,"domain_scores_codex":[0.9972119,0.00009599761,0.001269734,0.0006031255,0.0003598599,0.0004593726],"domain_scores_gemma":[0.9972089,0.0005434206,0.0007839694,0.0003701843,0.0009522965,0.0001412469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002182007,0.00004283227,0.1025192,0.0002306712,0.0001278856,5.497395e-7,0.0000501082,0.000009388787,0.000006704024,0.8922306,0.003874674,0.0008856234],"study_design_scores_gemma":[0.0002712921,0.00004354282,0.05283591,0.00005393747,0.000006816403,0.00000839848,0.00001851421,0.000178388,0.000008514943,0.8649595,0.08131009,0.0003050865],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0511239,0.006952853,0.0000545723,0.0007834978,0.001464298,0.0004996719,0.002345711,0.00001969612,0.9367558],"genre_scores_gemma":[0.9758078,0.005141441,0.0002771459,0.00002785288,0.0009579321,0.00005380051,0.0007721877,0.00006434548,0.01689743],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.924684,"threshold_uncertainty_score":0.9999678,"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."}}