{"id":"W4405645165","doi":"10.1080/13533312.2024.2441118","title":"National Staff and the Protection of Civilians in UN Peacekeeping: Facilitative and Direct Agency","year":2024,"lang":"en","type":"article","venue":"International Peacekeeping","topic":"Global Peace and Security Dynamics","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Folke Bernadotteakademin","keywords":"Peacekeeping; Agency (philosophy); Political science; Public administration; 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":[0.00134463,0.00008400549,0.0001267755,0.000159695,0.000159059,0.0001162153,0.000138499,0.00005918887,0.00002986701],"category_scores_gemma":[0.0008017104,0.00007355054,0.00005126732,0.0002437623,0.0004441873,0.0003100545,0.00006452174,0.0001794238,0.000004164717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001352307,"about_ca_system_score_gemma":0.0001084784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003532931,"about_ca_topic_score_gemma":0.003558214,"domain_scores_codex":[0.998709,0.0002087852,0.0002353209,0.000224231,0.0004774914,0.0001451346],"domain_scores_gemma":[0.999422,0.0002854982,0.00005922779,0.00004490811,0.0001531532,0.00003522101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001504442,0.0001188338,0.001103653,0.0001281659,0.0002108172,0.00001740338,0.2106673,0.000494108,0.0006338742,0.7113249,0.0001575151,0.07499297],"study_design_scores_gemma":[0.004412408,0.0002749369,0.05986708,0.001605278,0.000100266,0.00004797298,0.08575843,0.3019127,0.0001256429,0.4210967,0.1236659,0.001132589],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8845023,0.003079855,0.001265071,0.01316811,0.0006640198,0.0005845652,0.00007288335,0.0000769143,0.09658627],"genre_scores_gemma":[0.998334,0.0008276538,0.0001418761,0.00005156297,0.00009663562,0.00002790748,0.000006268104,0.000005484158,0.0005085995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3014186,"threshold_uncertainty_score":0.5340759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02058064971649771,"score_gpt":0.3087825286666095,"score_spread":0.2882018789501118,"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."}}