{"id":"W1956160956","doi":"10.2139/ssrn.1635437","title":"Good Governance and International Investment Law: The Challenges of Lack of Transparency and Corruption","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"International Arbitration and Investment Law","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Impact","funders":"","keywords":"Transparency (behavior); Language change; Corporate governance; Good governance; International investment; Business; Investment (military); International law; Law and economics; Political science; International economics; Law; Accounting; Economics; Foreign direct investment; Finance","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":[0.0005302558,0.00007523283,0.00008736918,0.00003845391,0.00007342362,0.00004290786,0.0001501029,0.00003095534,0.00004137946],"category_scores_gemma":[0.00002411833,0.00005341179,0.00003316467,0.00003911323,0.0001241342,0.0004808944,0.00002670195,0.0003798492,0.000002505194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002645221,"about_ca_system_score_gemma":0.00006199963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001374697,"about_ca_topic_score_gemma":0.001774558,"domain_scores_codex":[0.9992515,0.000007360654,0.0002216463,0.00009108377,0.0001947986,0.0002335686],"domain_scores_gemma":[0.999514,0.00001795443,0.0002818259,0.00006097236,0.0001179738,0.000007255808],"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":[0.00002184484,0.00004249876,0.0008164792,0.00001445436,0.00004676069,1.414074e-7,0.00005380655,0.000002873483,0.001780168,0.9959034,0.00001768045,0.001299877],"study_design_scores_gemma":[0.0009950637,0.00008108725,0.01762982,0.00004633713,0.00004766096,0.0000556268,0.0005480216,0.001244489,0.0004220187,0.9552245,0.02357723,0.0001281322],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7127897,0.003121119,0.0003621187,0.01543894,0.0007186645,0.0002182291,0.000005960374,0.00001720095,0.2673281],"genre_scores_gemma":[0.9942165,0.002895458,0.00002993515,0.002392154,0.0003051141,0.000002759526,0.000002292365,0.000006164648,0.0001496335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2814268,"threshold_uncertainty_score":0.217807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02311014456666691,"score_gpt":0.2484194372942179,"score_spread":0.225309292727551,"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."}}