{"id":"W7064459712","doi":"","title":"Bias of arbitrators: a critical analysis on the law post-Halliburton v. Chubb and a comparative approach","year":2022,"lang":"en","type":"article","venue":"CentAUR (University of Reading)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"World Anti-Doping Agency","keywords":"Impartiality; Duty; Arbitration; Supreme court; Autonomy; Principal (computer security); Independence (probability theory)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.03162119,0.000582534,0.0008645584,0.005762814,0.01877358,0.01826349,0.002595101,0.01258365,0.002928938],"category_scores_gemma":[0.04183224,0.0005283832,0.0006210071,0.00408708,0.04096374,0.01510232,0.004901397,0.01129088,0.0003386469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03190562,"about_ca_system_score_gemma":0.01137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02647109,"about_ca_topic_score_gemma":0.03280922,"domain_scores_codex":[0.9732093,0.01735342,0.0006088076,0.001935566,0.004144927,0.002748002],"domain_scores_gemma":[0.961652,0.03313844,0.001112916,0.0005177099,0.003141272,0.0004376567],"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":[0.00002725813,0.00001000901,0.0002322086,0.00009985398,0.000006264983,0.000566217,0.08093987,0.00007339705,0.0001812963,0.9053981,0.006984946,0.005480655],"study_design_scores_gemma":[0.00002547852,0.0001175728,0.002604357,0.002613252,0.0000425757,0.0005444042,0.1247049,0.0005130491,0.001310753,0.2968783,0.5705545,0.00009081281],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1403443,0.08552646,0.01428612,0.2569598,0.00420094,0.0005013667,0.0001657699,0.00004811764,0.4979671],"genre_scores_gemma":[0.9383343,0.01046245,0.001937087,0.02392441,0.001776136,0.0002633827,0.00003627868,0.00006050989,0.0232055],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03190562,"threshold_uncertainty_score":0.2314926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04061397207811113,"score_gpt":0.2493007503628744,"score_spread":0.2086867782847632,"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."}}