{"id":"W1586550789","doi":"10.7916/d8ht2xhm","title":"The (lack of) women arbitrators in investment treaty arbitration","year":2012,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"International Arbitration and Investment Law","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Treaty; Arbitration; Independence (probability theory); Investment (military); Investment arbitration; Business; Law and economics; Law; Political science; International investment; Economics; Foreign direct investment","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":[0.03514656,0.0002015411,0.0004188432,0.001422402,0.01227268,0.0102074,0.001513783,0.002904069,0.01947949],"category_scores_gemma":[0.06570877,0.0006211065,0.0003833367,0.001638916,0.008516001,0.006294186,0.006102242,0.00516355,0.003147334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006333181,"about_ca_system_score_gemma":0.01179737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01501456,"about_ca_topic_score_gemma":0.04136786,"domain_scores_codex":[0.9625664,0.01674071,0.001509338,0.003481511,0.008102324,0.007599719],"domain_scores_gemma":[0.966937,0.01545897,0.004612226,0.001877715,0.004447682,0.006666356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002231799,0.0001144121,0.05576254,0.0002812845,0.00004009596,0.0008232687,0.03913935,0.0004103195,0.001455253,0.6254507,0.1488712,0.1274284],"study_design_scores_gemma":[0.00009468423,0.000185731,0.03359976,0.0007512183,0.00006360971,0.001315388,0.04085727,0.001938226,0.002191989,0.07732119,0.8415563,0.0001246102],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2695895,0.003779917,0.02084583,0.3054664,0.00178022,0.0002382517,0.0003331648,0.0002705941,0.3976961],"genre_scores_gemma":[0.9288152,0.0007169709,0.002069401,0.02180398,0.0005469408,0.0001355784,0.00007613646,0.00009109796,0.04574455],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03514656,"threshold_uncertainty_score":0.185875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02349805690179421,"score_gpt":0.25081563012694,"score_spread":0.2273175732251458,"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."}}