{"id":"W4382807722","doi":"10.2139/ssrn.4497052","title":"Careers and Intergenerational Income Mobility","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Intergenerational and Educational Inequality Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Université du Québec à Montréal","funders":"","keywords":"Social mobility; Demographic economics; Labour economics; Economics; Economic mobility; Poverty; Sociology; Economic growth; Social science","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":[0.002726568,0.00006795732,0.00008177485,0.00008934359,0.0009996686,0.00006617673,0.0001153767,0.00003913816,0.00007091975],"category_scores_gemma":[0.0003023957,0.00006138531,0.00004932505,0.000229345,0.0001334088,0.0001774919,0.00003479012,0.000392355,0.00005360486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000572091,"about_ca_system_score_gemma":0.001781539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007340612,"about_ca_topic_score_gemma":0.01707711,"domain_scores_codex":[0.9983537,0.0001387811,0.000180454,0.0001234772,0.0003149218,0.0008887294],"domain_scores_gemma":[0.9995389,0.0000965599,0.00004815762,0.0000442885,0.0002005202,0.0000715882],"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":[0.000008406689,0.00001870522,0.01641937,0.000002112778,0.00006281163,4.15512e-7,0.003837641,0.00004858168,0.00005643073,0.9760644,0.001934914,0.001546157],"study_design_scores_gemma":[0.0001976318,0.00008572501,0.02950551,0.000009796579,0.00001454689,0.00002212691,0.04478613,0.0001323861,0.00002475672,0.8922116,0.03281433,0.0001954931],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760762,0.0006387686,0.0003522034,0.01951907,0.0007937328,0.00007029714,0.000005517448,0.00004690422,0.002497338],"genre_scores_gemma":[0.9867342,0.002592804,0.00003607133,0.0001590055,0.001080122,0.00001208407,0.00001114537,0.000005034872,0.009369554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08385289,"threshold_uncertainty_score":0.9529427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03076830683874494,"score_gpt":0.3399741988980992,"score_spread":0.3092058920593543,"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."}}