{"id":"W3213647391","doi":"10.20381/ruor-27112","title":"The Capabilities of Family and Friends: How Nepali Immigrants to Canada Experience and Overcome Digital Inequalities","year":2021,"lang":"en","type":"dissertation","venue":"uO Research (University of Ottawa)","topic":"ICT Impact and Policies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nepali; Immigration; Inequality; Sociology; Gender studies; Geography; Genealogy; Demographic economics; History; Mathematics; Economics; Philosophy; Linguistics; Archaeology","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":[0.001358163,0.0003606854,0.0003711893,0.001210523,0.0184232,0.007261612,0.001316439,0.00121306,0.004269011],"category_scores_gemma":[0.004384467,0.0002700895,0.0003196994,0.001603543,0.006671427,0.003891441,0.006223391,0.002069001,0.0002437368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01722848,"about_ca_system_score_gemma":0.03572327,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.886764,"about_ca_topic_score_gemma":0.9330594,"domain_scores_codex":[0.9985668,0.0003502851,0.00003924401,0.0001295867,0.0002373484,0.0006767038],"domain_scores_gemma":[0.9981617,0.0004167678,0.000194711,0.00006420873,0.0004322429,0.000730289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002584265,0.00003698496,0.04025751,0.00007624351,0.00001578258,0.001399742,0.9381174,0.00005728074,0.0003037779,0.002383304,0.001483513,0.01584253],"study_design_scores_gemma":[0.000001146879,0.000009866779,0.01053337,0.00007329205,0.000007163203,0.0001210198,0.9809301,0.00003766148,0.00004300801,0.0001596213,0.008070194,0.00001352132],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798446,0.0007657225,0.0001672815,0.003490329,0.00004312247,0.00002842208,0.0000837431,0.000006467102,0.01557038],"genre_scores_gemma":[0.995118,0.00102956,0.0001380312,0.0005178064,0.000005107255,0.00001442152,0.00004005499,0.000005717084,0.003131313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.113236,"threshold_uncertainty_score":0.2278057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02618389710462491,"score_gpt":0.2671939778960409,"score_spread":0.241010080791416,"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."}}