{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002543485,0.0002815997,0.0004240441,0.0008115395,0.0001903397,0.0004161157,0.0003878118,0.0001482275,0.0001891313],"category_scores_gemma":[0.00277891,0.000227212,0.0001051981,0.0003513955,0.0003049485,0.00284657,0.00003715876,0.0003871815,0.000001198078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001168454,"about_ca_system_score_gemma":0.0008312917,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3879856,"about_ca_topic_score_gemma":0.9837745,"domain_scores_codex":[0.9954742,0.001491459,0.001532576,0.0002541406,0.001019258,0.0002283998],"domain_scores_gemma":[0.9929947,0.002789566,0.001184161,0.0001508064,0.002711558,0.0001692141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006298671,0.001407401,0.4858039,0.00002404178,0.0003442981,0.00003162269,0.2737063,0.001159454,0.01596611,0.2134225,0.004444518,0.003059924],"study_design_scores_gemma":[0.004027504,0.0005077393,0.8302615,0.0008149596,0.00008279,0.0001434074,0.1301988,0.007188016,0.002619323,0.002888808,0.02078476,0.000482378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786898,0.0001077223,0.009449903,0.009871515,0.0004939217,0.0004642436,0.0002070609,0.00002058276,0.0006952285],"genre_scores_gemma":[0.9948564,0.001471472,0.002268283,0.0003996987,0.0002144123,0.00005393616,0.0001563158,0.00001752667,0.0005620132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.595789,"threshold_uncertainty_score":0.9265436,"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."}}