{"id":"W245597526","doi":"10.1163/19426720-01601003","title":"Constituting Global Leadership: Which Countries Need to Be Around the Summit Table for Climate Change and Energy Security?","year":2010,"lang":"en","type":"article","venue":"Global Governance A Review of Multilateralism and International Organizations","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Summit; Population; Legitimacy; Credibility; Political science; Economics; Politics; Development economics; Political economy; Law; Sociology; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002721868,0.0001579542,0.000329019,0.00002238991,0.0001747609,0.0001276834,0.0002536319,0.00007375209,0.0001278588],"category_scores_gemma":[0.000496491,0.0001507028,0.00004111891,0.000294615,0.0001103614,0.0004082106,0.0001503286,0.00006250474,0.00001385858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007865819,"about_ca_system_score_gemma":0.00002332209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001189445,"about_ca_topic_score_gemma":0.002497281,"domain_scores_codex":[0.9988911,0.000007007585,0.0005198272,0.0002900706,0.0000454979,0.000246454],"domain_scores_gemma":[0.9990606,0.00005179243,0.0003990746,0.0001775817,0.0002331454,0.00007784814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001515569,0.00002397524,0.05445005,0.0004803945,0.00003840518,2.572848e-7,0.0003177225,0.000003197396,0.000003500043,0.9411658,0.003199628,0.0003019342],"study_design_scores_gemma":[0.0009436844,0.00004516265,0.0180564,0.0009379713,0.00004968962,0.00003878884,0.0002977655,0.003052716,0.00004374941,0.01111723,0.9649656,0.0004511933],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3436469,0.1193585,0.001841788,0.4053991,0.006710831,0.002606523,0.1005687,0.0001427077,0.01972492],"genre_scores_gemma":[0.8912128,0.0866951,0.0005620429,0.02073377,0.0003841097,0.0000802125,0.0002161384,0.00001540971,0.0001004562],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.961766,"threshold_uncertainty_score":0.614548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0693141254131322,"score_gpt":0.2812979237885561,"score_spread":0.2119837983754239,"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."}}