{"id":"W7116886008","doi":"10.1080/1369183x.2025.2603682","title":"Creative writing pedagogies for labour migration diasporas","year":2025,"lang":"en","type":"article","venue":"Journal of Ethnic and Migration Studies","topic":"Artistic and Creative Research","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"Social Sciences and Humanities Research Council of Canada; Research Grants Council, University Grants Committee","keywords":"Creative writing; Immigration; Diaspora; Creativity; Transnationalism; Narrative","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004880091,0.00008853141,0.0002427723,0.0001298245,0.0003898978,0.00006373596,0.00004630269,0.00002370102,0.00004712664],"category_scores_gemma":[0.000551554,0.00006098587,0.00007169878,0.00004824385,0.0002594249,0.0002453326,0.00002507073,0.00009696338,0.000001287316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002990192,"about_ca_system_score_gemma":0.00005359012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006473521,"about_ca_topic_score_gemma":0.001869034,"domain_scores_codex":[0.9992749,0.00005455182,0.0003442712,0.00008291379,0.0001299749,0.000113371],"domain_scores_gemma":[0.9981446,0.0005809482,0.0002031019,0.000040369,0.001005734,0.00002530424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002074293,0.00006536782,0.001881095,0.0002162831,0.0005395716,0.000003158678,0.1052362,0.000006939805,0.0003245278,0.8142048,0.03832841,0.03898622],"study_design_scores_gemma":[0.0007495499,0.000438762,0.01456782,0.000308879,0.0001576559,0.00000325669,0.8821837,0.00008935954,0.0005462218,0.02286464,0.07796781,0.0001223059],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9076871,0.05990531,0.009451166,0.009094335,0.0002400871,0.000331415,0.00004143992,0.00002108422,0.01322812],"genre_scores_gemma":[0.97146,0.008138495,0.0003658095,0.0001722722,0.0003547664,0.00001951137,0.000002603282,0.000004564209,0.01948197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7913402,"threshold_uncertainty_score":0.2998818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2049762191362178,"score_gpt":0.4484251605556073,"score_spread":0.2434489414193896,"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."}}