{"id":"W4229450888","doi":"10.1108/fs-10-2021-0211","title":"Diasporic futures: exploring evolutions of identity among Somali-Canadians","year":2022,"lang":"en","type":"article","venue":"foresight","topic":"Diaspora, migration, transnational identity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Somali; Diaspora; Futures contract; Identity (music); Sociology; Conceptualization; Gender studies; Originality; Politics; Political science; Economics; Social science; Law; Qualitative research","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005930454,0.00008972733,0.0001375978,0.000269126,0.001549944,0.0000459027,0.0004738526,0.00003916821,0.00261854],"category_scores_gemma":[0.0001319901,0.0001091049,0.0001291568,0.001001294,0.0002381059,0.00138464,0.00005554843,0.0001451004,0.00001699975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004455458,"about_ca_system_score_gemma":0.0004632668,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1083004,"about_ca_topic_score_gemma":0.5473034,"domain_scores_codex":[0.998107,0.0001907553,0.0002715738,0.0002086808,0.0009283416,0.000293605],"domain_scores_gemma":[0.9992902,0.00009211646,0.0001331265,0.00019312,0.000151458,0.0001399793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000007819051,0.00012831,0.123824,0.00001422114,0.0000404563,0.00001002592,0.03137349,0.0009497341,0.00005665241,0.8372279,0.006096521,0.0002708244],"study_design_scores_gemma":[0.0001910732,0.000027477,0.9254419,0.000006557672,0.000037594,5.247845e-7,0.02480691,0.00004920567,0.00005094738,0.02378228,0.0254215,0.0001840256],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864858,0.0003241068,0.000801149,0.0006130831,0.001027943,0.000299147,0.00014091,0.00007919006,0.01022866],"genre_scores_gemma":[0.9970056,0.00007040332,0.0001056351,0.00004026733,0.000238578,0.0001625138,0.00004866667,0.00001269107,0.002315636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8134457,"threshold_uncertainty_score":0.9997499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05204298370949121,"score_gpt":0.2900495539534863,"score_spread":0.2380065702439951,"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."}}