{"id":"W2956078949","doi":"","title":"Diversity in the Investor-State Arbitration: Intersectionality Must Be a Part of the Conversation","year":2018,"lang":"en","type":"article","venue":"Melbourne journal of international law","topic":"International Arbitration and Investment Law","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arbitration; Intersectionality; Diversity (politics); Conversation; Sociology; Law; Investment (military); Political science; Public relations; Gender studies; 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":[0.03386039,0.0005367949,0.00143626,0.002442497,0.02620813,0.02663287,0.002235969,0.009309415,0.003809049],"category_scores_gemma":[0.02584931,0.0006169775,0.0008160407,0.003139972,0.07038754,0.03522065,0.02246666,0.01508411,0.0003089377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01044377,"about_ca_system_score_gemma":0.00695045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004161272,"about_ca_topic_score_gemma":0.003214036,"domain_scores_codex":[0.9520463,0.03765939,0.001123111,0.001915907,0.004183013,0.003072381],"domain_scores_gemma":[0.9739717,0.02256193,0.0008909271,0.0007444067,0.0008168094,0.001014248],"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":[0.00001578608,0.00001084453,0.0004402976,0.00004682375,0.00000769948,0.0001929899,0.2236774,0.0001139732,0.0001206781,0.7682191,0.001598354,0.005556215],"study_design_scores_gemma":[0.00001654412,0.00004788441,0.001089675,0.0007566024,0.0000181349,0.00042018,0.3097242,0.0005551324,0.0002978494,0.4566942,0.2303269,0.00005282468],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2104669,0.01531588,0.03062497,0.411264,0.001949518,0.00007594254,0.00004842316,0.00005734336,0.330197],"genre_scores_gemma":[0.9857248,0.001352155,0.001282379,0.006935003,0.0005932401,0.00004834832,0.00001000884,0.00002603365,0.00402803],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03386039,"threshold_uncertainty_score":0.179073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03817542786015609,"score_gpt":0.2466963605228024,"score_spread":0.2085209326626463,"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."}}