{"id":"W4408522403","doi":"10.1177/01979183251325127","title":"Book Review: Urban Refugees and Digital Technology Martin-ShieldsCharles. 2024. Urban Refugees and Digital Technology: Rethinking Integration in the Digital Age. McGill-Queen's University Press, 2024, 256 pp. $37.91.","year":2025,"lang":"en","type":"article","venue":"International Migration Review","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Refugee; Syrian refugees; Queen (butterfly); Sociology; Media studies; Political science; Law","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":[0.0009179955,0.001538411,0.001815062,0.003876183,0.0006090553,0.002407794,0.001468482,0.002129755,0.04154866],"category_scores_gemma":[0.00366762,0.0005675291,0.000738354,0.005691979,0.0005678353,0.002322938,0.001342473,0.002786326,0.0205413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001683557,"about_ca_system_score_gemma":0.003870915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01073919,"about_ca_topic_score_gemma":0.02861352,"domain_scores_codex":[0.9994313,0.0001193793,0.00006654955,0.00007092423,0.0002476021,0.00006414911],"domain_scores_gemma":[0.9978375,0.0007964657,0.0002347326,0.0000328123,0.000849175,0.00024941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002782318,0.000009852106,0.00005718945,0.0025289,0.00001723886,0.000028763,0.00003664654,0.00003017293,0.00004679411,0.0004774246,0.9079058,0.08883338],"study_design_scores_gemma":[0.00002241585,0.00002160354,0.0005006202,0.004915844,0.00003817692,0.000216572,0.00008225378,0.00001615818,0.00002802986,0.0003058175,0.9938426,0.000009825537],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.00004709144,0.982579,0.00004893379,0.006487943,0.00636288,0.00001093944,0.0001469415,0.00002043807,0.004295949],"genre_scores_gemma":[0.0007450019,0.966502,0.0001406288,0.005152776,0.004399269,0.00003777065,0.0002999394,0.00001721377,0.02270544],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04154866,"threshold_uncertainty_score":0.1389942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007561519333968611,"score_gpt":0.268677569413073,"score_spread":0.2611160500791044,"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."}}