{"id":"W2531943354","doi":"10.54648/bcdr2015003","title":"Living in Glass Houses? The Debate on Transparency in International Investment Arbitration","year":2015,"lang":"en","type":"article","venue":"BCDR International Arbitration Review","topic":"International Arbitration and Investment Law","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transparency (behavior); Arbitration; Convention; Transatlantic Trade and Investment Partnership; General partnership; Context (archaeology); Investment arbitration; Investment (military); Political science; International arbitration; Law and economics; International trade; International investment; Economics; International economics; Business; Law; European union; Geography; Foreign direct investment; Politics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02436741,0.0002785515,0.0005942287,0.0014676,0.003602595,0.01921246,0.001801463,0.009344371,0.002772327],"category_scores_gemma":[0.04259872,0.0003032335,0.0005161589,0.002282583,0.01544338,0.0141824,0.002992516,0.008787636,0.0006378414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006205005,"about_ca_system_score_gemma":0.01059794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01547722,"about_ca_topic_score_gemma":0.009048229,"domain_scores_codex":[0.9786144,0.01218985,0.0008731632,0.001328868,0.005291582,0.001702189],"domain_scores_gemma":[0.9813617,0.01293676,0.001917566,0.001092391,0.002234751,0.0004569878],"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":[0.00001241429,0.000005276581,0.0001159903,0.00007069574,0.000005197897,0.00004238524,0.001296667,0.0002054285,0.00005391658,0.976579,0.01077063,0.01084257],"study_design_scores_gemma":[0.0000248032,0.00002892607,0.001517789,0.001373324,0.00002048925,0.00009498359,0.002797651,0.0007019726,0.0003047939,0.6565846,0.3365137,0.0000368471],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01491377,0.1761291,0.005567053,0.611043,0.00338614,0.00002057846,0.00004791513,0.00004527903,0.1888471],"genre_scores_gemma":[0.7936915,0.0885637,0.002549017,0.07811476,0.007983941,0.00006226399,0.00004594186,0.00008059742,0.02890834],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02436741,"threshold_uncertainty_score":0.1288687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04957387184574974,"score_gpt":0.2811597425649643,"score_spread":0.2315858707192146,"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."}}