{"id":"W4407590060","doi":"10.1002/pad.2091","title":"Localization Through Coordination? Implementing the Humanitarian‐Development‐Peace Nexus in the Democratic Republic of the Congo","year":2025,"lang":"en","type":"article","venue":"Public Administration and Development","topic":"Peacebuilding and International Security","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Ministère de la Défense Nationale; University of Ottawa","keywords":"Nexus (standard); Democracy; Political science; Development economics; Public administration; Economic system; Political economy; Sociology; Law; Economics; Politics; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01016505,0.0002408671,0.0003449809,0.001197957,0.004124159,0.008183164,0.000976083,0.001050846,0.004413892],"category_scores_gemma":[0.01569204,0.0002219368,0.000193379,0.002115895,0.01112698,0.005418295,0.009213905,0.001690533,0.0002719546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01826443,"about_ca_system_score_gemma":0.02288361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06141429,"about_ca_topic_score_gemma":0.09386259,"domain_scores_codex":[0.9880606,0.008236335,0.0002715176,0.000518537,0.0005307206,0.002382218],"domain_scores_gemma":[0.9908429,0.004030268,0.001884797,0.0008321355,0.001015068,0.001394742],"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":[0.0001850764,0.0002161447,0.04580458,0.000459535,0.00007404434,0.0008041007,0.04970145,0.007319967,0.001500978,0.8277144,0.003504348,0.06271536],"study_design_scores_gemma":[0.0002103608,0.0004905509,0.1687883,0.003237354,0.0001883481,0.0004649284,0.3275943,0.01128328,0.00480836,0.2761849,0.2065971,0.0001521887],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7061269,0.001481458,0.02578351,0.04164852,0.0000814788,0.000375576,0.0002368141,0.00011105,0.2241546],"genre_scores_gemma":[0.9980028,0.0001014928,0.0009246045,0.000187585,0.000003045587,0.00004086049,0.00001261885,0.000004713661,0.0007221331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06141429,"threshold_uncertainty_score":0.1325183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0407179102063288,"score_gpt":0.3428248503250129,"score_spread":0.3021069401186841,"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."}}