{"id":"W3123213252","doi":"10.1111/sjoe.12547","title":"Rising concentration and wage inequality","year":2023,"lang":"en","type":"article","venue":"Scandinavian Journal of Economics","topic":"Labor market dynamics and wage inequality","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Social Sciences and Humanities Research Council of Canada; Université de Montréal","keywords":"Inequality; Wage inequality; Economics; Wage; Labour economics; Demographic economics; Mathematics; Mathematical analysis","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":[],"consensus_categories":[],"category_scores_codex":[0.002080421,0.000123013,0.0004308543,0.0001398521,0.00009808569,0.0001398522,0.0001610213,0.00008143134,0.00007607324],"category_scores_gemma":[0.0001753944,0.0001366631,0.0001108776,0.0001992603,0.00006744771,0.0004337137,0.00004877183,0.0001723094,0.00005354846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001308525,"about_ca_system_score_gemma":0.00002890035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003887606,"about_ca_topic_score_gemma":0.00001374137,"domain_scores_codex":[0.9984903,0.00003196935,0.00101742,0.0001979996,0.00001985951,0.0002423943],"domain_scores_gemma":[0.9986191,0.00009236784,0.0009162144,0.0001749754,0.00005311056,0.0001441846],"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":[0.00005701114,0.00003209237,0.4579459,0.00003171024,0.00008550863,0.00002125187,0.0006198639,0.0003251553,0.00002597028,0.5367984,0.0001877224,0.003869506],"study_design_scores_gemma":[0.001449496,0.0001663864,0.2745652,0.00005652947,0.00001501965,0.00005112885,0.0002771736,0.006585227,0.00006519719,0.7113882,0.00501716,0.0003633366],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943896,0.0004412881,0.0006494968,0.0007975628,0.0007783184,0.00007199887,0.0001389884,0.00001467249,0.002718109],"genre_scores_gemma":[0.997616,0.001562829,0.0003338899,0.0001322487,0.0002029374,0.000001092647,0.00001147085,0.00001768198,0.0001218362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1833807,"threshold_uncertainty_score":0.557296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04203257241287349,"score_gpt":0.2468052916666927,"score_spread":0.2047727192538192,"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."}}