{"id":"W4406874201","doi":"10.1080/08865655.2025.2454742","title":"Correction","year":2025,"lang":"en","type":"article","venue":"Journal of Borderlands Studies","topic":"Cross-Border Cooperation and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.0005517728,0.00004548035,0.0001361223,0.0001224456,0.0004793647,0.00007198929,0.00006900681,0.00003332754,0.00005439484],"category_scores_gemma":[0.001386049,0.0000342955,0.0000564213,0.00029591,0.0001023839,0.0002026088,0.00001056357,0.0001064067,0.000003685499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008937071,"about_ca_system_score_gemma":0.0002336203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006404157,"about_ca_topic_score_gemma":0.002331518,"domain_scores_codex":[0.9993925,0.00006361616,0.0002410385,0.0000460004,0.0001741278,0.00008269683],"domain_scores_gemma":[0.9987668,0.0001258165,0.0001234815,0.00003694371,0.0009251641,0.00002179711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007787138,0.0001131233,0.01654889,0.00001389322,0.0002806382,0.000003560506,0.04078172,0.0001255015,0.0001983622,0.03185126,0.8163366,0.09366862],"study_design_scores_gemma":[0.0004211272,0.0001080304,0.006290843,0.00009616935,0.00003512128,0.00000181364,0.04913544,0.0001073082,0.0001923329,0.001472307,0.9420764,0.00006306613],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3149356,0.02043226,0.0088324,0.07025287,0.03451499,0.0003445608,0.00000227337,0.0000998888,0.5505852],"genre_scores_gemma":[0.9654672,0.003276461,0.0001092755,0.0004356735,0.0003260925,0.00000167336,3.405926e-7,0.000002086071,0.03038122],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6505316,"threshold_uncertainty_score":0.3686935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02880176163987499,"score_gpt":0.4065337014908376,"score_spread":0.3777319398509627,"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."}}