{"id":"W2883315874","doi":"10.7202/1050853ar","title":"Invisible Lives: Gender, Dispossession, and Precarity amongst Syrian Refugee Women in the Middle East","year":2018,"lang":"en","type":"article","venue":"Refuge Canada s Journal on Refuge","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Precarity; Refugee; Immigration; Forced migration; Gender studies; Middle East; Political science; Domestic work; Sociology; Syrian refugees; Precarious work; Work (physics); Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002690602,0.0002802913,0.0003388002,0.0002145188,0.001745856,0.0004444338,0.0006074641,0.0001722719,0.0005159755],"category_scores_gemma":[0.0005789857,0.0001892561,0.00007343148,0.0006659656,0.0003993548,0.0006465961,0.00004195319,0.0007336402,0.00001311791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001389534,"about_ca_system_score_gemma":0.001915673,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01117196,"about_ca_topic_score_gemma":0.5473056,"domain_scores_codex":[0.9959,0.001001291,0.000617902,0.0004010995,0.001202203,0.0008774825],"domain_scores_gemma":[0.9982368,0.0001432593,0.0003560388,0.0003754104,0.0003344684,0.0005540288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006994577,0.0007836207,0.03177052,0.0001622562,0.0002290555,0.0004046974,0.1277157,0.00001965968,0.0007825372,0.8089541,0.01797897,0.01049936],"study_design_scores_gemma":[0.0004377539,0.0002674447,0.01700926,0.0001511973,0.0000143735,0.00004263051,0.004515889,0.00004768804,0.00006326821,0.002821942,0.9743526,0.0002759716],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949972,0.0005763985,0.00002802721,0.0008750688,0.0007733082,0.0003379507,0.00002908548,0.00002581496,0.002357136],"genre_scores_gemma":[0.9940557,0.0005397779,0.00006599478,0.002364299,0.001292774,0.00002805996,0.000009004571,0.00002380094,0.001620553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9563736,"threshold_uncertainty_score":0.9995537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03915079475116774,"score_gpt":0.2818785537367093,"score_spread":0.2427277589855416,"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."}}