{"id":"W2896716396","doi":"10.1080/14650045.2018.1496910","title":"The Irish Border as a European Union Frontier: The Implications for Managing Mobility and Conflict","year":2018,"lang":"en","type":"article","venue":"Geopolitics","topic":"Irish and British Studies","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Brexit; Frontier; Irish; European union; Northern ireland; Jurisdiction; Political science; Political economy; Border crossing; State (computer science); Economy; Law; Sociology; International trade; Economics; Ethnology; Politics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001128829,0.00005480138,0.00005903244,0.000008650379,0.003477762,0.0001538869,0.0001873586,0.00002134561,0.000007891109],"category_scores_gemma":[0.0003653347,0.00003684897,0.00003048092,0.00007021148,0.001313835,0.00005158105,0.00008384808,0.00005302316,0.00001346993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002431237,"about_ca_system_score_gemma":0.00004211717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00240376,"about_ca_topic_score_gemma":0.0007503696,"domain_scores_codex":[0.9991712,0.0001951837,0.0001043191,0.0001265409,0.0000800263,0.0003227374],"domain_scores_gemma":[0.9992626,0.0002542616,0.00003850028,0.0001835844,0.00020696,0.00005408584],"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":[0.000004936435,0.00003006903,0.006829783,0.0000107596,0.00004551983,3.449996e-7,0.01193079,1.366486e-7,0.000001380839,0.3167726,0.595018,0.06935569],"study_design_scores_gemma":[0.00008789371,0.00002640426,0.04867098,0.000003965054,0.00001738874,0.000001124158,0.01028974,0.000009615176,0.000004148922,0.04830601,0.8925274,0.00005535224],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1580808,0.001642175,0.001938667,0.03030064,0.0005010914,0.0007237781,0.00006132568,0.00009322298,0.8066583],"genre_scores_gemma":[0.9873779,0.000823277,0.0001809727,0.00144054,0.0008843657,0.00003074187,0.000004229651,0.00001056055,0.009247351],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8292971,"threshold_uncertainty_score":0.9978196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02510588873333442,"score_gpt":0.3460731761100248,"score_spread":0.3209672873766904,"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."}}