{"id":"W2052695257","doi":"10.1080/11926422.2004.9673355","title":"International institutions: The case for innovation and reform","year":2004,"lang":"en","type":"article","venue":"Canadian Foreign Policy Journal","topic":"International Development and Aid","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Institute on Governance","funders":"","keywords":"Hegemony; Multinational corporation; Political science; Process (computing); International community; Economic system; Economics; Politics; Law","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004804403,0.00004999592,0.00003874183,0.000407363,0.001543233,0.0002283073,0.0001674074,0.00004333934,0.00005991893],"category_scores_gemma":[0.0004743102,0.00003806543,0.0000242522,0.0002709542,0.0001607298,0.0003237707,0.000009535088,0.000107418,0.000006131589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001701585,"about_ca_system_score_gemma":0.003138969,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07256563,"about_ca_topic_score_gemma":0.1175186,"domain_scores_codex":[0.9994369,0.0000119542,0.0001561441,0.00006041478,0.0001232159,0.000211338],"domain_scores_gemma":[0.9994211,0.00002224631,0.00006725714,0.00003446368,0.000305691,0.0001492534],"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":[0.00000258077,0.000002136107,0.00009894763,5.924018e-7,0.00001440893,0.00005553434,0.001203922,0.00000797854,0.00000275532,0.994993,0.001301817,0.002316274],"study_design_scores_gemma":[0.0002901126,0.000009681456,0.0004328689,0.00001177621,0.000002908125,0.0008828974,0.002478686,0.000007262944,0.00001083406,0.6490507,0.3467661,0.00005616142],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03112351,0.00002720699,0.0005856776,0.04999195,0.0002428258,0.0001872798,0.00004116777,0.000009528942,0.9177908],"genre_scores_gemma":[0.9940755,0.00004879188,0.0005508166,0.00295134,0.001384325,0.0000116414,0.000009970798,0.000004337521,0.0009633039],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.962952,"threshold_uncertainty_score":0.9997566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05200544189069668,"score_gpt":0.3477859739169931,"score_spread":0.2957805320262964,"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."}}