{"id":"W4409025672","doi":"10.1093/isq/sqaf021","title":"Introducing the UNCIPPO (UN Civilian Posts in Peacekeeping Operations) Dataset","year":2025,"lang":"en","type":"article","venue":"International Studies Quarterly","topic":"Peacebuilding and International Security","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Peacekeeping; Political science; Business; Public administration","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001268936,0.000711131,0.000615142,0.004369728,0.0007124786,0.001960629,0.001482876,0.001367885,0.01470155],"category_scores_gemma":[0.00674631,0.0003325025,0.0007866087,0.007144274,0.0003145864,0.001267261,0.002298652,0.00149738,0.01615512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001166097,"about_ca_system_score_gemma":0.001382348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.026367,"about_ca_topic_score_gemma":0.04627846,"domain_scores_codex":[0.9982328,0.0003553478,0.0002040893,0.0004619017,0.0004798385,0.0002660517],"domain_scores_gemma":[0.9973652,0.0006685224,0.0004397126,0.0005961957,0.0006059114,0.0003245626],"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":[0.0001043143,0.00010233,0.02052478,0.0004162931,0.00005257615,0.00009772139,0.0001676573,0.001173583,0.000262513,0.002227612,0.9608058,0.01406474],"study_design_scores_gemma":[0.0001226582,0.00004100548,0.05242119,0.0002768096,0.00002787478,0.0001277906,0.0006482626,0.003048218,0.0005488101,0.001447531,0.9412434,0.00004649522],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003351327,0.0001300027,0.0002650529,0.0002060123,0.0000563748,0.00004872119,0.9938688,0.0002625709,0.001811192],"genre_scores_gemma":[0.003316185,0.00005073765,0.0009388033,0.00006839651,0.00002296627,0.0001456534,0.9947916,0.00003108291,0.0006346406],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.026367,"threshold_uncertainty_score":0.05242705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02400180333931534,"score_gpt":0.3829899477631243,"score_spread":0.3589881444238089,"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."}}