{"id":"W7155678724","doi":"10.1515/9783112210161","title":"Crossing Borders, Advancing Scholarship","year":2025,"lang":"","type":"book","venue":"","topic":"Diaspora, migration, transnational identity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Insider; Ethnic group; Identity (music); Politics; Immigration; Narrative; Perspective (graphical)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01244549,0.0007313563,0.0007546584,0.00264671,0.01688831,0.02069696,0.001803313,0.003394339,0.004107535],"category_scores_gemma":[0.01343227,0.0003962358,0.0003572973,0.003207183,0.07201509,0.03436223,0.01744146,0.007125257,0.0009846119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008558723,"about_ca_system_score_gemma":0.01601749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004037698,"about_ca_topic_score_gemma":0.005371659,"domain_scores_codex":[0.9910511,0.006287526,0.0002300613,0.0006660028,0.001085241,0.0006800971],"domain_scores_gemma":[0.9883965,0.007685521,0.0003626113,0.001499961,0.0006237965,0.001431582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001113005,0.00001993031,0.0002758748,0.0001441163,0.000004283764,0.0001572816,0.1339278,0.00007584265,0.000125194,0.8288767,0.01352318,0.02285862],"study_design_scores_gemma":[0.000007517633,0.00003346555,0.0002503755,0.0008434032,0.000006931462,0.0001705089,0.103021,0.0001362767,0.0001723554,0.4081901,0.4871569,0.00001111323],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05988517,0.1648415,0.0169902,0.2236142,0.008835659,0.0001388878,0.00008413389,0.0004235591,0.5251867],"genre_scores_gemma":[0.8246222,0.05514354,0.0136405,0.02414175,0.003639215,0.0003516843,0.00008776549,0.0003693399,0.07800391],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02069696,"threshold_uncertainty_score":0.06581879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02817669549372166,"score_gpt":0.3585152219204219,"score_spread":0.3303385264267003,"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."}}