{"id":"W4394828400","doi":"10.2139/ssrn.4765373","title":"Careers and Intergenerational Mobility","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Intergenerational and Educational Inequality Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Université du Québec à Montréal","funders":"","keywords":"Download; World Wide Web; Internet privacy; Computer 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":[0.001991936,0.00006334476,0.00006281596,0.00005883083,0.0006213468,0.0001584369,0.00008071955,0.00003467986,0.0001262749],"category_scores_gemma":[0.0001388668,0.0000538901,0.00005329608,0.000107159,0.0001208575,0.0002236724,0.00001684121,0.0004681638,0.00002465249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007069582,"about_ca_system_score_gemma":0.002751163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00061317,"about_ca_topic_score_gemma":0.01287932,"domain_scores_codex":[0.9986982,0.0001015347,0.000150889,0.0001287501,0.0002500678,0.0006705308],"domain_scores_gemma":[0.9996709,0.00008377757,0.00001916337,0.00003181033,0.0001363287,0.0000580833],"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":[0.000004158233,0.00001518688,0.0008244413,0.000003394082,0.00007572804,4.903015e-7,0.003709813,0.00001052294,0.00005084335,0.9885449,0.002526751,0.004233789],"study_design_scores_gemma":[0.00006290757,0.00006229008,0.0008910451,0.0000177498,0.00002021414,0.0000488728,0.02353869,0.0001669764,0.00002419561,0.8255359,0.149493,0.0001381495],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.88284,0.02572388,0.005971099,0.06767762,0.003584266,0.0001508638,0.00001292963,0.00009349397,0.01394579],"genre_scores_gemma":[0.9837315,0.003691269,0.00006532508,0.0001722308,0.001694772,0.000008269099,0.000005262818,0.000004940865,0.0106264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.163009,"threshold_uncertainty_score":0.7186964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02509438340272461,"score_gpt":0.3389441444267486,"score_spread":0.313849761024024,"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."}}