{"id":"W3011464030","doi":"10.5334/sta.727","title":"UN Stabilisation Operations and the Problem of Non-Linear Change: A Relational Approach to Intervening in Governance Ecosystems","year":2020,"lang":"en","type":"article","venue":"Stability International Journal of Security and Development","topic":"Peacebuilding and International Security","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; State (computer science); Politics; Democracy; Power (physics); Political science; Sociology; Law and economics; Economic system; Law; Computer science; Economics; Management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002434433,0.00008931583,0.000212323,0.00006728103,0.0001325634,0.00005677364,0.0002681164,0.00005128945,0.00003344685],"category_scores_gemma":[0.0005260106,0.00007091987,0.00004546154,0.000152856,0.0001978555,0.0004342181,0.0001168547,0.0002200891,7.934908e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000192304,"about_ca_system_score_gemma":0.0002356254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008383464,"about_ca_topic_score_gemma":0.0009937061,"domain_scores_codex":[0.9981428,0.0002273769,0.0006766579,0.0001628759,0.0006796493,0.0001106349],"domain_scores_gemma":[0.9988439,0.0001901964,0.000254987,0.00004233604,0.0005565513,0.0001119993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0007622863,0.0003611077,0.04695301,0.00009827235,0.0001532581,0.000002541965,0.8851298,0.0006124683,0.0001482599,0.0575477,0.00006365821,0.008167637],"study_design_scores_gemma":[0.02234936,0.0009002403,0.445745,0.002547133,0.0001160474,0.0001135854,0.2603252,0.1003474,0.005467921,0.01346772,0.1467757,0.001844731],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801599,0.0004234086,0.002908083,0.01512146,0.0001335079,0.0004092338,0.00002502879,0.000005439384,0.000813981],"genre_scores_gemma":[0.9890621,0.0002665038,0.01020998,0.0002365939,0.0001892583,0.00002331291,0.000006714367,0.00000370452,0.000001838009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6248046,"threshold_uncertainty_score":0.2892028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05880473945637204,"score_gpt":0.3044367228556999,"score_spread":0.2456319833993279,"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."}}