{"id":"W4307714609","doi":"10.1111/glob.12410","title":"The construction, composition and rationale of immigrants’ network: The support strategies of Ghanaian immigrants in Toronto, Canada","year":2022,"lang":"en","type":"article","venue":"Global Networks","topic":"Diaspora, migration, transnational identity","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Toronto Metropolitan University; University of Victoria","funders":"","keywords":"Immigration; Diaspora; Context (archaeology); Interpersonal ties; Composition (language); Ethnic group; Sociology; Demographic economics; Political science; Gender studies; Geography; Law; Social science; 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":[0.0009369552,0.0002305309,0.0001843522,0.0009335406,0.01437146,0.003070842,0.0007393239,0.0005145991,0.003355991],"category_scores_gemma":[0.002534942,0.0001632884,0.000113156,0.001450674,0.004164612,0.0009439488,0.002896793,0.0006602338,0.0001662501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02859751,"about_ca_system_score_gemma":0.03198883,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.958513,"about_ca_topic_score_gemma":0.9842979,"domain_scores_codex":[0.9993845,0.0001906801,0.00001809365,0.00005316789,0.00007564727,0.0002778242],"domain_scores_gemma":[0.9984593,0.0002322227,0.0001921452,0.00004389407,0.0003689864,0.0007034802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000068494,0.00001804848,0.1095576,0.00005950522,0.000009661786,0.001868643,0.8637375,0.0001632202,0.001047569,0.004539934,0.002004456,0.01692544],"study_design_scores_gemma":[0.000003285274,0.00001387452,0.03863237,0.00006091096,0.000007509756,0.0001397816,0.9481175,0.0001628256,0.0001313738,0.0001928339,0.01252541,0.00001230595],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913152,0.000209506,0.0001270613,0.0008344355,0.00001071648,0.00002154186,0.00005030438,0.000004141776,0.007426958],"genre_scores_gemma":[0.9974661,0.0002489695,0.0001626289,0.00008369487,0.000002009614,0.000008668245,0.00003325852,0.000003262337,0.001991433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04148698,"threshold_uncertainty_score":0.2074904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007550999483402196,"score_gpt":0.2522623978606283,"score_spread":0.2447113983772261,"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."}}