{"id":"W4413992525","doi":"10.1080/1369183x.2025.2544077","title":"De-centring migration governance: the role of narratives","year":2025,"lang":"en","type":"article","venue":"Journal of Ethnic and Migration Studies","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Centring; Narrative; Corporate governance; Economic geography; Political science; Sociology; Gender studies; Geography; Economics; Management; Art; Literature","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001107541,0.00007091006,0.0001805639,0.00006150041,0.0003894595,0.00003730593,0.00009094497,0.00005425379,0.00001209619],"category_scores_gemma":[0.0006987242,0.00004463558,0.00007452656,0.0002817592,0.0002244529,0.0003407846,0.00001372258,0.0001184606,3.64976e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008689293,"about_ca_system_score_gemma":0.0002240219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000278424,"about_ca_topic_score_gemma":0.01678984,"domain_scores_codex":[0.998973,0.0002194703,0.0003929537,0.00006798383,0.0002460122,0.0001006175],"domain_scores_gemma":[0.9986324,0.0002330443,0.0004493702,0.00005516054,0.0006050408,0.00002502136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001034445,0.00008571638,0.0207002,0.00004210353,0.0003092501,5.588795e-7,0.615029,0.00006566312,0.01136941,0.2768859,0.01606536,0.05934347],"study_design_scores_gemma":[0.0004934334,0.0001896297,0.05981991,0.0003646188,0.0001295408,0.00000329826,0.5727567,0.0001866558,0.008899882,0.04050017,0.316525,0.0001311379],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9031307,0.08368015,0.001619536,0.007702168,0.000311923,0.0001638993,0.000002087156,0.000007249659,0.003382354],"genre_scores_gemma":[0.9549345,0.04277978,0.0002290339,0.0001353521,0.0001751869,0.0000053968,5.270354e-7,0.000002121477,0.001738108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3004597,"threshold_uncertainty_score":0.9369123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02882133535140376,"score_gpt":0.3672711500044847,"score_spread":0.338449814653081,"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."}}