{"id":"W2518063379","doi":"","title":"Cumulative Disadvantage and Gender Differences in Early Career Earnings: Evidence from Canada's National Graduates Survey","year":2014,"lang":"en","type":"article","venue":"XVIII ISA World Congress of Sociology (July 13-19, 2014)","topic":"Labor market dynamics and wage inequality","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Disadvantage; Earnings; Demographic economics; National Longitudinal Surveys; Labour economics; Political science; Psychology; Economics; Accounting; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002203147,0.0002751903,0.0008265664,0.0002203548,0.0001449417,0.00004575554,0.0004065532,0.0001756463,0.0001123639],"category_scores_gemma":[0.00230084,0.0002814977,0.00007258147,0.0001758961,0.0006617237,0.0002467673,0.0001769427,0.000389006,0.00001561499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001858765,"about_ca_system_score_gemma":0.0001701572,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5589067,"about_ca_topic_score_gemma":0.4786918,"domain_scores_codex":[0.9974889,0.0004225216,0.0008700286,0.0006716742,0.0001407257,0.0004061151],"domain_scores_gemma":[0.9954725,0.003167656,0.0007265012,0.0002892239,0.0001914067,0.00015273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004562055,0.00003021139,0.9635636,0.00002838644,0.00009737028,0.00000293418,0.00111878,0.00005206246,0.000006288521,0.03397745,0.001022008,0.00005529196],"study_design_scores_gemma":[0.0005664917,0.00003347444,0.9143384,0.00003276411,0.000007777342,3.428729e-7,0.00006853261,0.001227776,0.000005587624,0.08280076,0.0006141309,0.0003039491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933105,0.002384279,0.0001720788,0.0006555247,0.0005109366,0.0001758713,0.001676335,0.00001628235,0.001098223],"genre_scores_gemma":[0.9983716,0.0002991752,0.0001238838,0.0004960354,0.0000785871,0.00002568808,0.0001360816,0.00002154483,0.000447415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08021487,"threshold_uncertainty_score":0.9999637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07485268295758286,"score_gpt":0.2780032337280117,"score_spread":0.2031505507704289,"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."}}