{"id":"W2344387549","doi":"10.1007/s12134-016-0488-7","title":"Multicultural Media Use and Immigrant Settlement: A Comparative Study of Four Communities in Ottawa, Canada","year":2016,"lang":"en","type":"article","venue":"Journal of International Migration and Integration / Revue de l integration et de la migration internationale","topic":"Diaspora, migration, transnational identity","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"University of Ottawa","keywords":"Immigration; Multiculturalism; Settlement (finance); Somali; Sociology; Political science; World Wide Web; Computer science; Law","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001269403,0.0006459511,0.001101566,0.004711741,0.02390396,0.006245546,0.002188696,0.001135393,0.003247769],"category_scores_gemma":[0.003120608,0.0008038472,0.0007729451,0.01044274,0.004802919,0.00174954,0.004676255,0.001653669,0.0004149177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04337043,"about_ca_system_score_gemma":0.05502104,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9940788,"about_ca_topic_score_gemma":0.9985288,"domain_scores_codex":[0.9978862,0.0003679758,0.0001064842,0.0002277389,0.0003339579,0.00107761],"domain_scores_gemma":[0.995874,0.0005623326,0.0004851852,0.0001169306,0.001851502,0.001110085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002781672,0.0003374521,0.4328102,0.0001935261,0.00007801745,0.001291264,0.5497943,0.00007318906,0.0009378582,0.0007818743,0.0008893264,0.01253488],"study_design_scores_gemma":[0.00001171918,0.00007963027,0.2990851,0.0001303634,0.00004428374,0.0001574143,0.6976825,0.00007417779,0.0001445913,0.0000676675,0.002470274,0.00005221135],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997895,0.0003163784,0.00003956377,0.0001414531,0.000009048937,0.00004648526,0.0001840419,0.000002172768,0.001365784],"genre_scores_gemma":[0.9967256,0.0005492482,0.0001893496,0.0001669728,0.00000496566,0.00005528404,0.0001929777,0.000007086141,0.002108395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04337043,"threshold_uncertainty_score":0.3146759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04776460507677927,"score_gpt":0.324773075732493,"score_spread":0.2770084706557137,"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."}}