{"id":"W2904762717","doi":"10.2139/ssrn.3266249","title":"Gender Wage Gap in Online Gig Economy and Gender Differences in Job Preferences","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Gig economy; Labour economics; Wage; Gender pay gap; Demographic economics; Economics; Business; Psychology; Labour law","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":[0.001388871,0.000109739,0.000165519,0.0001771315,0.0002201996,0.0001794792,0.0002060186,0.00009020847,0.00009721649],"category_scores_gemma":[0.00002780294,0.00009746373,0.0000345459,0.0001858209,0.0002111651,0.001078022,0.00001553272,0.0006453877,0.00001678647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003674508,"about_ca_system_score_gemma":0.001206818,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004248537,"about_ca_topic_score_gemma":0.0924109,"domain_scores_codex":[0.9980804,0.000123471,0.0003120702,0.0001637269,0.0001142026,0.001206158],"domain_scores_gemma":[0.9996898,0.00005266744,0.0000867266,0.0000541294,0.00003656824,0.00008014383],"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":[0.00004594108,0.000115914,0.3370929,0.000009239423,0.00004622164,0.000001820937,0.01780928,0.000003066679,0.000002885367,0.5357538,0.00002098158,0.109098],"study_design_scores_gemma":[0.000603327,0.0001523048,0.1149818,0.0000215802,0.000007349192,0.00001379811,0.02394375,0.00007184847,0.000004816583,0.8577589,0.002241268,0.0001992849],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9007588,0.0007884791,0.000267482,0.000572349,0.00009497601,0.0001153632,0.000001900155,0.00001224368,0.09738839],"genre_scores_gemma":[0.9959753,0.003294565,0.00003210919,0.0001007827,0.0002506921,0.00000445654,0.00000233197,0.000005308022,0.0003344784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3220051,"threshold_uncertainty_score":0.9241502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0417895943877494,"score_gpt":0.2801952861738319,"score_spread":0.2384056917860825,"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."}}