{"id":"W4379656114","doi":"10.54254/2753-7048/4/20220149","title":"How Should the United Nations Security Council Respond to Changing Balance of Power?","year":2023,"lang":"en","type":"article","venue":"Lecture Notes in Education Psychology and Public Media","topic":"Global Peace and Security Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Dilemma; Security council; Balance (ability); Power (physics); Skepticism; Political science; Work (physics); Criticism; Law and economics; Public administration; Sociology; Law; Politics; Engineering; Epistemology","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":[0.01740952,0.0004906663,0.0004987367,0.001341281,0.008360256,0.0146183,0.002033004,0.0175602,0.006444147],"category_scores_gemma":[0.03840983,0.0002915118,0.0004955959,0.001553485,0.01336182,0.01897201,0.005242115,0.01601335,0.001827446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01018376,"about_ca_system_score_gemma":0.01791309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02346748,"about_ca_topic_score_gemma":0.02824711,"domain_scores_codex":[0.9874421,0.007178653,0.0003679898,0.0008223069,0.001996489,0.002192453],"domain_scores_gemma":[0.9910995,0.003202078,0.0007431643,0.0006679934,0.002353899,0.001933397],"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":[0.00003396,0.00007875953,0.002354167,0.0001498057,0.00002570363,0.0003812416,0.009883964,0.0007794882,0.0002429199,0.6456928,0.282001,0.0583762],"study_design_scores_gemma":[0.00001958914,0.00004749694,0.002375848,0.0007119654,0.00001196289,0.0001197232,0.02025308,0.000627867,0.0003129681,0.2028862,0.7725509,0.00008221564],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005081348,0.005221576,0.002256,0.9397677,0.006254595,0.00003336873,0.00004484943,0.0000424572,0.04129806],"genre_scores_gemma":[0.5270569,0.01505615,0.009479354,0.3988928,0.005666311,0.0002425561,0.000164184,0.0002232872,0.04321828],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02346748,"threshold_uncertainty_score":0.09207141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05995276201559421,"score_gpt":0.3663633208755617,"score_spread":0.3064105588599675,"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."}}