{"id":"W4407381901","doi":"10.1111/gove.70002","title":"Political Instrumentalism and Epistemic Communities in Global Governance a Network Analysis of the International Organization for Migration","year":2025,"lang":"en","type":"article","venue":"Governance","topic":"International Development and Aid","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast; Queen Mary University of London","keywords":"Instrumentalism; Politics; Corporate governance; Political science; Global governance; Sociology; Public administration; Political economy; Economic system; Epistemology; Economics; Management; Law; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004516072,0.0001561322,0.0001700233,0.003378426,0.002462953,0.005129875,0.0004215122,0.0007629138,0.005709961],"category_scores_gemma":[0.02026971,0.0001306655,0.000253845,0.004388256,0.004737289,0.0064041,0.002931999,0.0007504327,0.0002365678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003525388,"about_ca_system_score_gemma":0.001860599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005649683,"about_ca_topic_score_gemma":0.006379643,"domain_scores_codex":[0.9975321,0.001731565,0.00008473617,0.0002203098,0.0002500721,0.0001810669],"domain_scores_gemma":[0.9811483,0.01360257,0.002492648,0.001015511,0.001001747,0.0007391626],"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":[0.00005424134,0.0000501558,0.03906539,0.0001300219,0.00002663317,0.0001938851,0.03794827,0.003177185,0.0002501212,0.8839279,0.004424065,0.03075215],"study_design_scores_gemma":[0.00004444258,0.00006416048,0.09287839,0.0006775205,0.00007449108,0.0002901712,0.1052257,0.02768975,0.0006027023,0.6495624,0.1228253,0.00006487036],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7353019,0.001379241,0.057054,0.01393046,0.00009496509,0.0001614527,0.0007316654,0.00007339202,0.191273],"genre_scores_gemma":[0.9960057,0.0001944913,0.002271122,0.00006898273,0.00001737925,0.00004331394,0.0000913518,0.00001049072,0.001297332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005709961,"threshold_uncertainty_score":0.02557862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007350725297774527,"score_gpt":0.2676273200439216,"score_spread":0.2602765947461471,"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."}}