{"id":"W4407765675","doi":"10.1080/08865655.2025.2463908","title":"(De-)Bordering Through Discursive Practices: Ambivalent Narratives on the EU External Border Crises","year":2025,"lang":"en","type":"article","venue":"Journal of Borderlands Studies","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ambivalence; Narrative; Political science; Political economy; Sociology; International trade; Business; Psychology; Social psychology; Linguistics; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001184737,0.0001544846,0.0002893915,0.00009828985,0.001219772,0.0001991929,0.0002790216,0.00005983884,0.000108769],"category_scores_gemma":[0.002806879,0.00008674029,0.0001459374,0.0003093771,0.0003033048,0.0006145205,0.00003514996,0.0003210518,0.000002813438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001679761,"about_ca_system_score_gemma":0.0003802778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002648249,"about_ca_topic_score_gemma":0.002917879,"domain_scores_codex":[0.9982301,0.0004306392,0.0004468668,0.0001401142,0.000504001,0.0002482789],"domain_scores_gemma":[0.9974198,0.000748641,0.0008828616,0.000124685,0.0007838596,0.00004015778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003298665,0.0003702653,0.009145585,0.00007051075,0.0009747595,0.00001742568,0.6818827,0.0001696851,0.000401881,0.2059834,0.0942706,0.006383329],"study_design_scores_gemma":[0.0003658588,0.000318563,0.004126659,0.0004994184,0.00009218066,0.000003404648,0.4473718,0.00002178281,0.0003204933,0.02088691,0.5258599,0.0001330007],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7353644,0.02668496,0.006735771,0.1632342,0.002445157,0.0005103804,0.000007291122,0.00004209973,0.06497572],"genre_scores_gemma":[0.9695336,0.02119181,0.0007819843,0.001781477,0.0008014388,0.00002101158,6.028556e-7,0.00000946761,0.005878609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4315893,"threshold_uncertainty_score":0.9381624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06580752301233525,"score_gpt":0.4306488225185796,"score_spread":0.3648412995062443,"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."}}