{"id":"W4414530796","doi":"10.1111/dpr.70042","title":"Digital access and women's work in Pakistan: Constraints, use patterns, and policy directions","year":2025,"lang":"en","type":"article","venue":"Development Policy Review","topic":"ICT Impact and Policies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre; Lahore University of Management Sciences","keywords":"Work (physics); Digital divide; The Internet; Focus group; Socioeconomic status; Digital ecosystem; Digital media; Face (sociological concept); Field (mathematics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001294032,0.0001845993,0.0002247138,0.001426566,0.004941037,0.004433999,0.0006779088,0.0005836291,0.008205684],"category_scores_gemma":[0.002886588,0.0002361788,0.0001390496,0.003154654,0.002533483,0.002170327,0.002356851,0.0007990364,0.0003649642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003906469,"about_ca_system_score_gemma":0.00745645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0944865,"about_ca_topic_score_gemma":0.1033846,"domain_scores_codex":[0.9988357,0.000307607,0.00006365026,0.00009422612,0.000169711,0.0005290147],"domain_scores_gemma":[0.9965947,0.001311189,0.000756464,0.00006640264,0.0003317622,0.0009394565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001601445,0.0003501324,0.7188752,0.0008502678,0.00003065887,0.002145197,0.1493478,0.0003177684,0.00104245,0.01571983,0.006035366,0.1051252],"study_design_scores_gemma":[0.00001322325,0.000166445,0.3382884,0.0009244024,0.00001701152,0.0004207569,0.6108975,0.0002611919,0.000237051,0.00203566,0.04669698,0.00004141279],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720089,0.001699064,0.0001521914,0.007136693,0.0000447629,0.00003286869,0.0003389331,0.000005581146,0.01858111],"genre_scores_gemma":[0.9959786,0.001778283,0.00009285186,0.0003597478,0.00001697596,0.00001951451,0.00006370706,0.000001976051,0.001688184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0944865,"threshold_uncertainty_score":0.1878731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02052868341419661,"score_gpt":0.3250284381277885,"score_spread":0.3044997547135919,"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."}}