{"id":"W4382931378","doi":"10.1007/s12134-023-01066-0","title":"Middle Eastern Transnational Families and Ethnic Networks: a Story of Immigrant Mobilities to and from Atlantic Canada","year":2023,"lang":"en","type":"article","venue":"Journal of International Migration and Integration / Revue de l integration et de la migration internationale","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Immigration; Ethnic group; Politics; Context (archaeology); Political science; Mobilities; Settlement (finance); Family reunification; Middle East; Geography; Sociology; Demographic economics; Gender studies; Business; Anthropology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001868603,0.00075965,0.0007213937,0.001789858,0.06823113,0.0139309,0.002802616,0.004716419,0.005736259],"category_scores_gemma":[0.004021947,0.0005904422,0.0004071725,0.003768639,0.02083379,0.005653884,0.01194555,0.009954711,0.0003903632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05219056,"about_ca_system_score_gemma":0.05651522,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9682131,"about_ca_topic_score_gemma":0.9825982,"domain_scores_codex":[0.9974552,0.0006606669,0.00002554499,0.0001294296,0.0002144143,0.0015148],"domain_scores_gemma":[0.9961449,0.0009055304,0.0002204581,0.00009627005,0.0005336847,0.002099262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003490438,0.00002620158,0.005927885,0.00001224452,0.000008096198,0.001212996,0.9764434,0.00004722086,0.00009252169,0.008288633,0.004527053,0.003378993],"study_design_scores_gemma":[0.000001956121,0.00000485621,0.001914789,0.0000282293,0.000004750783,0.00007038745,0.9829525,0.00002400703,0.00002146477,0.000365579,0.01460296,0.000008596604],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8947481,0.002348447,0.0003078982,0.0440009,0.0003765095,0.00004756971,0.0002598307,0.00002096918,0.05788966],"genre_scores_gemma":[0.975578,0.001400825,0.0001277866,0.003261501,0.00004223279,0.00002348798,0.00007710158,0.00003652613,0.01945242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06823113,"threshold_uncertainty_score":0.3786708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02019624430816071,"score_gpt":0.286467139211572,"score_spread":0.2662708949034113,"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."}}