{"id":"W4405920878","doi":"10.1257/app.20230403","title":"Careers and Intergenerational Income Mobility","year":2024,"lang":"en","type":"article","venue":"American Economic Journal Applied Economics","topic":"Intergenerational and Educational Inequality Studies","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Université du Québec à Montréal","funders":"","keywords":"Microdata (statistics); Demographic economics; Economics; Persistence (discontinuity); Social mobility; Income distribution; Labour economics; Occupational mobility; Socioeconomic status; Census; Population; Demography; Sociology; Inequality","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007776409,0.0001199708,0.0001973504,0.0001094426,0.0005399936,0.0003786184,0.0001450228,0.00003282493,0.0003575492],"category_scores_gemma":[0.00002263978,0.0001235122,0.00007695107,0.00004961926,0.0005348906,0.000272802,0.00004755997,0.0001757133,0.0001588627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007632081,"about_ca_system_score_gemma":0.0005571534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008795316,"about_ca_topic_score_gemma":0.002408244,"domain_scores_codex":[0.9990331,0.00004327411,0.0003850628,0.0002501413,0.00005341835,0.000234988],"domain_scores_gemma":[0.999433,0.000186042,0.0001087778,0.00007290125,0.00003428108,0.0001650362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001978057,0.00002063292,0.004021911,0.00000766952,0.0001927213,7.175257e-7,0.006791028,0.00227513,0.00002154191,0.9596902,0.005761921,0.02119676],"study_design_scores_gemma":[0.0003280021,0.0001212677,0.0223419,0.00002962923,0.00006966476,0.00008366466,0.04099928,0.003857746,0.0001289872,0.1719944,0.7590892,0.0009563366],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9702829,0.0002752299,0.0002655686,0.00877632,0.001690489,0.00008924319,0.00003648673,0.00003602332,0.01854781],"genre_scores_gemma":[0.9942784,0.001354377,0.0008411928,0.0006356103,0.002178356,0.00002509017,0.00001034954,0.0000130431,0.0006635746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7876958,"threshold_uncertainty_score":0.5036681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01925366331784955,"score_gpt":0.3056186382459067,"score_spread":0.2863649749280572,"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."}}