{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00481895,0.0002406897,0.0005748062,0.00165044,0.005489556,0.009847893,0.0005742742,0.002388098,0.01015907],"category_scores_gemma":[0.007279075,0.000257853,0.0002264558,0.004389748,0.008432399,0.007864293,0.009447849,0.001765017,0.001378726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006746635,"about_ca_system_score_gemma":0.01261835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01049103,"about_ca_topic_score_gemma":0.01099435,"domain_scores_codex":[0.9958734,0.002490918,0.0002337339,0.0002335652,0.0006953294,0.0004730865],"domain_scores_gemma":[0.9960709,0.001867066,0.0005893079,0.0002204037,0.0003659567,0.0008863761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007155064,0.0000919534,0.004480921,0.001096932,0.00001929061,0.0009688822,0.1583434,0.0003086841,0.0002365155,0.3949266,0.1347093,0.304746],"study_design_scores_gemma":[0.00001048801,0.00003050704,0.009543668,0.004179921,0.000007018111,0.0006668134,0.07957889,0.0001390426,0.0001297125,0.04268069,0.8630126,0.00002065758],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.06462911,0.5251327,0.002519973,0.1131693,0.002831768,0.00004277705,0.000143633,0.0001130095,0.2914176],"genre_scores_gemma":[0.7692468,0.1466162,0.00215047,0.00540584,0.0008306029,0.00009131076,0.0002298119,0.00009534805,0.07533363],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01049103,"threshold_uncertainty_score":0.04895049,"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."}}