{"id":"W4284885887","doi":"10.1002/pa.2829","title":"Challenges of working from home during the <scp>COVID</scp>‐19 pandemic for women in the <scp>UAE</scp>","year":2022,"lang":"en","type":"article","venue":"Journal of Public Affairs","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais; University of Ottawa","funders":"","keywords":"Thematic analysis; Flexibility (engineering); Work (physics); Pandemic; Feeling; Space (punctuation); Coronavirus disease 2019 (COVID-19); Qualitative research; Psychology; Public relations; Business; Sociology; Engineering; Political science; Social psychology; Medicine; Management; Computer science; Economics","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":[0.002711738,0.0005166016,0.0004486794,0.0005854194,0.01361278,0.003948641,0.001049567,0.001659957,0.004051528],"category_scores_gemma":[0.003989348,0.000408333,0.0003327978,0.0005282769,0.005414806,0.002213372,0.005220926,0.002122253,0.000569944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001899578,"about_ca_system_score_gemma":0.002846984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01261344,"about_ca_topic_score_gemma":0.02640961,"domain_scores_codex":[0.9972735,0.001716004,0.00006551777,0.00008431813,0.0001474844,0.0007130757],"domain_scores_gemma":[0.9976524,0.0008125162,0.00035997,0.00009086239,0.0002993312,0.0007849806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008427912,0.0001276603,0.03263587,0.0002163298,0.00002322358,0.005239519,0.9318634,0.00009580553,0.001237887,0.001877427,0.004248962,0.02234974],"study_design_scores_gemma":[0.000001518608,0.00006373096,0.004497314,0.00007911201,0.000003442826,0.0005136369,0.9865248,0.00002191799,0.00008856948,0.000130879,0.008065375,0.000009673434],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98612,0.001096693,0.0004379661,0.004952319,0.0002181989,0.00003199258,0.00004904232,0.00001937116,0.007074386],"genre_scores_gemma":[0.9943393,0.0009342667,0.0004499021,0.00114817,0.00004137751,0.00003882438,0.0000257227,0.00001294127,0.003009429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01361278,"threshold_uncertainty_score":0.02508003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0840812144798945,"score_gpt":0.2977111111629758,"score_spread":0.2136298966830813,"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."}}