{"id":"W1585953625","doi":"","title":"Diaspora, memory, and ethnic media: media use by Somalis living in Canada","year":2012,"lang":"en","type":"article","venue":"HIMALAYA","topic":"Diaspora, migration, transnational identity","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethnic group; Mainstream; Phenomenon; Diaspora; Mass media; Commercialization; Sociology; Social media; Political science; Electronic media; Media studies; Public relations; Gender studies; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009386886,0.0001152634,0.0001622783,0.00008424729,0.0001654944,0.00005986985,0.0001745968,0.00008394006,0.0004474457],"category_scores_gemma":[0.00094106,0.0001272515,0.00002609751,0.0003664036,0.0001894198,0.001268,0.00003178254,0.0001410947,0.00001318904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005006837,"about_ca_system_score_gemma":0.0008008901,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9803451,"about_ca_topic_score_gemma":0.9990003,"domain_scores_codex":[0.998287,0.0001959176,0.0002362668,0.0001901056,0.0006443043,0.0004463551],"domain_scores_gemma":[0.9983509,0.001093374,0.0000764197,0.0001169652,0.00008046586,0.0002818999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002298443,0.00004917179,0.9290099,0.000006028141,0.000007672931,0.000004840135,0.05709815,0.000003500531,0.00004848532,0.004163571,0.008534575,0.001071795],"study_design_scores_gemma":[0.000109132,0.000002130425,0.9808923,0.00001517483,0.00001157265,6.047611e-7,0.01545158,0.000009362549,0.00004174358,0.000167554,0.003140762,0.0001580869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954619,0.001811575,0.000009312967,0.00099461,0.000579776,0.0001398152,0.00007706119,0.00002876947,0.0008971998],"genre_scores_gemma":[0.9987151,0.0004207448,0.00009822268,0.0002745506,0.0002225339,0.00001368906,0.00003807868,0.00001314028,0.000203939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05188238,"threshold_uncertainty_score":0.5189165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03897357841006312,"score_gpt":0.2762908509812108,"score_spread":0.2373172725711477,"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."}}