{"id":"W7124712554","doi":"10.64920/iccp25185","title":"Barriers to workplace economic mobility of women in Sri Lanka; Insights from World Bank gender statistics","year":2025,"lang":"","type":"article","venue":"","topic":"Gender, Labor, and Family Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Harassment; Descriptive statistics; Equal employment opportunity; Quarter (Canadian coin); Pension; Official statistics; Qualitative property; Gender analysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001445936,0.0002272656,0.0002047982,0.002489376,0.001523432,0.00169601,0.0004587163,0.0002753274,0.003379222],"category_scores_gemma":[0.004054924,0.0001924758,0.0002107148,0.004194111,0.0008349224,0.00103201,0.001599478,0.0004449049,0.000332513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001873705,"about_ca_system_score_gemma":0.00302305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06243254,"about_ca_topic_score_gemma":0.09302673,"domain_scores_codex":[0.9989286,0.0004092301,0.0001027274,0.00006147778,0.000206805,0.0002910031],"domain_scores_gemma":[0.9976987,0.0008108946,0.0008899974,0.00005693873,0.0002968559,0.0002465652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005887241,0.00004389219,0.8716736,0.0004775363,0.00003433509,0.0006765871,0.09147454,0.0001328834,0.0002444967,0.002460028,0.00454632,0.02817694],"study_design_scores_gemma":[0.000002808924,0.0000569935,0.733805,0.0003551135,0.00001737791,0.000194913,0.2547579,0.0001202265,0.00008318342,0.0003121695,0.01027756,0.00001672818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805436,0.001416253,0.000118603,0.002099342,0.00002025493,0.00005437456,0.002356575,0.000008569592,0.01338252],"genre_scores_gemma":[0.997129,0.001255036,0.0001298077,0.0001373881,0.00001011506,0.00006755538,0.0005042691,0.000003362455,0.0007635106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06243254,"threshold_uncertainty_score":0.1241382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01320667496738429,"score_gpt":0.2699184190170709,"score_spread":0.2567117440496866,"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."}}