{"id":"W4401131759","doi":"10.1108/s2514-175920240000006001","title":"EDI and Women's Inequality at Work: A Scoping Review","year":2024,"lang":"en","type":"review","venue":"","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Inequality; Work (physics); Sociology; Gender inequality; Gender studies; Mathematics; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005256161,0.0009617222,0.002302548,0.01051656,0.0009774338,0.003371522,0.001028662,0.002229984,0.004592529],"category_scores_gemma":[0.01731475,0.0006094048,0.001843373,0.01374789,0.001368467,0.002709635,0.001906321,0.001779343,0.0004700835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003203015,"about_ca_system_score_gemma":0.01120145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008326135,"about_ca_topic_score_gemma":0.01616702,"domain_scores_codex":[0.9972975,0.000982548,0.0005046471,0.0002466461,0.0008065565,0.00016214],"domain_scores_gemma":[0.9871929,0.01041939,0.0008934134,0.0001370945,0.001204705,0.000152557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0000783335,0.00005358253,0.0007517169,0.3819925,0.0008388708,0.0002141614,0.001367796,0.0003075772,0.0002355775,0.01098546,0.01968084,0.5834936],"study_design_scores_gemma":[0.00001346394,0.00006106445,0.003114118,0.6935095,0.001624103,0.000521889,0.001857789,0.00006974731,0.0001511928,0.002323473,0.2967267,0.00002679629],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001093287,0.9990508,0.00002859193,0.0003094022,0.0001051627,0.000006870124,0.0000114589,0.000001063503,0.0003773192],"genre_scores_gemma":[0.001514439,0.9981052,0.00005655834,0.0001580522,0.00004950826,0.00001487452,0.00001390897,8.86929e-7,0.00008661577],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01051656,"threshold_uncertainty_score":0.02779758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1403197647901003,"score_gpt":0.4407970346625696,"score_spread":0.3004772698724693,"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."}}