{"id":"W2345027388","doi":"","title":"Bureaucratic Organizations in International Environmental Governance: Administering \"Our Common Future\"? Paper prepared for the 2005 Berlin Conference on the Human Dimensions of Global Environmental Change: International Organizations and Global","year":2005,"lang":"en","type":"article","venue":"","topic":"International Human Rights and Reproductive Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Treaty; Environmental governance; Convention; Political science; Bureaucracy; Scrutiny; Public administration; Global governance; Corporate governance; Sociology; Politics; Law; Economics; Management","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002469512,0.0001481941,0.0001249061,0.00001808702,0.0006765282,0.00009551471,0.0004789251,0.00007161235,0.001553286],"category_scores_gemma":[0.00005925908,0.00008740784,0.00004170184,0.0001255023,0.0003316618,0.0003149925,0.0001558122,0.00009508854,0.00001395435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005773293,"about_ca_system_score_gemma":0.00005856781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004438919,"about_ca_topic_score_gemma":0.01119102,"domain_scores_codex":[0.9986356,0.0000768645,0.0003160282,0.0003001335,0.0004756719,0.0001957406],"domain_scores_gemma":[0.9994432,0.00007763514,0.0001696955,0.0001920276,0.00006334195,0.00005408146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00002807938,0.0003929892,0.0238387,0.000001812069,0.00009621286,9.46707e-7,0.004022507,0.0001321404,0.0004869127,0.9686096,0.001412833,0.0009772823],"study_design_scores_gemma":[0.002335531,0.0001930266,0.5689123,0.0001175332,0.0001282838,0.00002923522,0.03443249,0.005886683,0.0004769452,0.01789454,0.3688387,0.0007546831],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8284054,0.0002555041,0.0002199065,0.1524054,0.001592088,0.001844603,0.001432437,0.00005096844,0.01379363],"genre_scores_gemma":[0.9953636,0.0003828069,0.000192152,0.000712715,0.0009817794,0.00006321063,0.0001220292,0.00001054712,0.002171156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9507151,"threshold_uncertainty_score":0.9993594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02135808868096289,"score_gpt":0.3068116745254395,"score_spread":0.2854535858444766,"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."}}