{"id":"W4412270059","doi":"","title":"Commercial Stakeholers in International Economic Dispute Resolution and the Issue of Judicial Independence","year":2014,"lang":"en","type":"article","venue":"Research at the University of Copenhagen (University of Copenhagen)","topic":"International Arbitration and Investment Law","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for International Governance Innovation","funders":"","keywords":"Independence (probability theory); Dispute resolution; Political science; Judicial independence; Resolution (logic); Law; Law and economics; Economics; Computer science; Mathematics; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06840305,0.0005001508,0.001403525,0.002827537,0.01427642,0.02218549,0.00392506,0.01462589,0.007008301],"category_scores_gemma":[0.1054026,0.001049426,0.001625351,0.003329657,0.04921001,0.01812041,0.0145876,0.01606538,0.0009485197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008870659,"about_ca_system_score_gemma":0.0101858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006051487,"about_ca_topic_score_gemma":0.004594141,"domain_scores_codex":[0.9320503,0.03819765,0.003946304,0.005201239,0.01325098,0.00735363],"domain_scores_gemma":[0.9079264,0.0765968,0.00480138,0.00471034,0.004396796,0.001568383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008069061,0.000007378265,0.00009228935,0.00001395732,0.00000418255,0.00007157964,0.001453779,0.0001742787,0.00005174559,0.9951109,0.000573636,0.002438321],"study_design_scores_gemma":[0.00004534633,0.00002510451,0.0004827325,0.0001779871,0.00002448762,0.0001160982,0.001876829,0.001429417,0.0004821771,0.9726365,0.02266446,0.00003885634],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1100636,0.008894889,0.1032707,0.07157464,0.001174714,0.0002343995,0.00008024654,0.00008646,0.7046204],"genre_scores_gemma":[0.982463,0.001026292,0.004064184,0.002280432,0.0005864464,0.0001499562,0.00002180361,0.00003710505,0.009370788],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06840305,"threshold_uncertainty_score":0.3617542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0308608244020105,"score_gpt":0.244358036869683,"score_spread":0.2134972124676725,"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."}}