{"id":"W6957865028","doi":"10.60528/112z87","title":"Gendered dynamics of international labour migration: migrant women working in Pakistan","year":2023,"lang":"en","type":"article","venue":"Middlesex University Research Repository (Middlesex University Of London)","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refugee; Burmese; Afghan; Population; Domestic work; Convention; Informal sector; Migrant workers","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":[],"consensus_categories":[],"category_scores_codex":[0.002302286,0.0001783054,0.0003696107,0.001597286,0.0009280501,0.0000659643,0.001417159,0.0002785528,0.0002700847],"category_scores_gemma":[0.0001379294,0.0002424203,0.0001680723,0.003395278,0.001259052,0.0004995718,0.0003999712,0.0005216383,0.00002845519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002023292,"about_ca_system_score_gemma":0.0008781461,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02239648,"about_ca_topic_score_gemma":0.1495767,"domain_scores_codex":[0.9957744,0.001147225,0.0003410196,0.0005014549,0.001485256,0.0007506828],"domain_scores_gemma":[0.9976367,0.0004291577,0.0002585594,0.0004280423,0.0009374647,0.0003100446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.002321371,0.0009434209,0.4607338,0.0002752673,0.0004237015,0.001918266,0.2688523,0.002523568,0.004790477,0.2481284,0.002018273,0.007071146],"study_design_scores_gemma":[0.002738754,0.000227878,0.06082597,0.0002686954,0.00002555713,0.000004694949,0.7378182,0.0139429,0.0001623374,0.001070715,0.1823977,0.0005166014],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9694697,0.00005665304,0.0001984592,0.001222595,0.0002358295,0.0003678876,0.00007605288,0.0001093407,0.02826352],"genre_scores_gemma":[0.9433181,0.001045692,0.0002440262,0.000007892726,0.00005779926,3.917096e-7,0.0000762624,0.00001432769,0.05523552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4689659,"threshold_uncertainty_score":0.9885614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04318023428326777,"score_gpt":0.3071463792322927,"score_spread":0.2639661449490249,"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."}}