{"id":"W4401328252","doi":"10.1080/13533312.2024.2383589","title":"Interpretive Agency, Change, and the Role of Individuals in UN Peace Operations","year":2024,"lang":"en","type":"article","venue":"International Peacekeeping","topic":"Peacebuilding and International Security","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Forces College; Royal Military College of Canada","funders":"","keywords":"Agency (philosophy); Peacekeeping; Political science; Public administration; Political economy; Public relations; Sociology; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00121209,0.00007696727,0.0001116157,0.0001896837,0.0001355954,0.0001644771,0.0003381352,0.00005086144,0.0002026547],"category_scores_gemma":[0.0006304093,0.00006407688,0.0000634625,0.0002018535,0.0003173916,0.0004122248,0.000121901,0.0001932464,0.00001224806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001147292,"about_ca_system_score_gemma":0.00006506863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006328393,"about_ca_topic_score_gemma":0.001531895,"domain_scores_codex":[0.9988593,0.000195102,0.0002426652,0.0001905269,0.000375456,0.000136941],"domain_scores_gemma":[0.9993364,0.0004210796,0.00004103962,0.00006713915,0.00009907452,0.00003531465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000192592,0.00003448069,0.004034588,0.000006631275,0.00008686272,0.000003738621,0.1207424,0.00004231382,0.0004281988,0.8497294,0.0002096264,0.0246625],"study_design_scores_gemma":[0.001581262,0.00006014618,0.07746461,0.002045944,0.00007678526,0.00002670618,0.0332827,0.07832301,0.001743274,0.1057379,0.6989738,0.000683872],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8136691,0.02437455,0.0005496701,0.02235853,0.001383997,0.0005169893,0.00007807814,0.0001028015,0.1369662],"genre_scores_gemma":[0.9962092,0.002693805,0.0001856604,0.0002169445,0.0003218391,0.00006115634,0.000007286382,0.000006953515,0.0002971772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7439915,"threshold_uncertainty_score":0.956668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0230472339054069,"score_gpt":0.3296854226662089,"score_spread":0.306638188760802,"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."}}