{"id":"W2137726328","doi":"","title":"Assessing International Cooperation on Climate Change: A Neoliberal Analysis of the Effectiveness of Formal International Environmental Institutions","year":2012,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"International Development and Aid","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Climate change; Political economy of climate change; Political science; International relations; Order (exchange); Politics; Economics; Law; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002406206,0.00009167846,0.0003195553,0.0005795831,0.0003380622,0.00002659423,0.000676943,0.00005948585,0.0002426465],"category_scores_gemma":[0.00008790517,0.00006707166,0.0004699482,0.0008194717,0.0003563469,0.001013644,0.0001316692,0.0001440322,0.000001508844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004220073,"about_ca_system_score_gemma":0.0001178012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001641715,"about_ca_topic_score_gemma":0.002341291,"domain_scores_codex":[0.9981045,0.0005374742,0.0003507388,0.0000746176,0.0007754422,0.0001572386],"domain_scores_gemma":[0.9984286,0.0003185411,0.0008451437,0.0001112249,0.0002504245,0.00004606865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002949098,0.0008310509,0.81703,0.00002050038,0.01869494,0.000004537813,0.01940347,0.05009844,0.005942069,0.08317074,0.00002939354,0.001825729],"study_design_scores_gemma":[0.0009939389,0.00004704904,0.9841522,0.00006320221,0.00450877,0.000002819943,0.003223338,0.006167704,0.00009488119,0.0001660493,0.0004736345,0.0001063879],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900163,0.00001529853,0.003330665,0.0004118438,0.001351077,0.00009939871,0.00006121795,0.000002775209,0.004711444],"genre_scores_gemma":[0.9992235,0.0001849301,0.0001113957,0.00001951896,0.0003084349,1.451213e-7,0.00004817294,0.000002904616,0.0001010189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1671222,"threshold_uncertainty_score":0.2735103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02364362044001045,"score_gpt":0.2905505836910689,"score_spread":0.2669069632510584,"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."}}