{"id":"W4388482870","doi":"10.1093/ia/iiad268","title":"European Union communities of practice: diplomacy and boundary work in Ukraine","year":2023,"lang":"en","type":"article","venue":"International Affairs","topic":"Cross-Border Cooperation and Integration","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Diplomacy; European union; Boundary-work; Work (physics); Political science; Soviet union; Boundary (topology); Library science; Public administration; Sociology; Social science; Law; Engineering; International trade; Economics; Politics; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001214793,0.00004920224,0.00005985084,0.0001603987,0.000165378,0.0001336337,0.0001564096,0.00002406454,0.0002006055],"category_scores_gemma":[0.0005140514,0.00004962239,0.00001838114,0.00035197,0.000231921,0.0004403671,0.00006147993,0.00009853382,0.00004452533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005023695,"about_ca_system_score_gemma":0.00005590847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001259418,"about_ca_topic_score_gemma":0.005580359,"domain_scores_codex":[0.9990447,0.000364609,0.0001778886,0.0000713577,0.0002549331,0.00008651277],"domain_scores_gemma":[0.9994076,0.0002316094,0.00006716543,0.00006585956,0.0002017183,0.00002608346],"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":[0.0001710687,0.0003955047,0.07201082,0.000020884,0.0001018668,0.00003286417,0.4420179,0.0005215111,0.001276393,0.3421556,0.01748552,0.1238101],"study_design_scores_gemma":[0.0004951948,0.00004062228,0.1480794,0.00009488832,0.000004302784,0.000001494937,0.1488338,0.000527871,0.00005227804,0.0008600545,0.7008832,0.0001269223],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5534442,0.00009813051,0.0001275127,0.01978586,0.000501133,0.0001442038,0.00001412748,0.000108239,0.4257766],"genre_scores_gemma":[0.9968088,0.0004484422,0.0001353168,0.0001066148,0.00009376947,0.00000444607,0.00006157745,0.000006609522,0.002334483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6833977,"threshold_uncertainty_score":0.3113971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02377334220556274,"score_gpt":0.371011766542585,"score_spread":0.3472384243370222,"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."}}