{"id":"W2339046326","doi":"","title":"Mass and Class Claims in Arbitration: A Canadian Perspective","year":2014,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"International Arbitration and Investment Law","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Arbitration; Perspective (graphical); Class (philosophy); Political science; Law; Law and economics; Economics; Computer science; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004925592,0.0007284242,0.001368852,0.008712603,0.01980389,0.02039948,0.003823369,0.01040719,0.02084726],"category_scores_gemma":[0.01752701,0.0007216377,0.001037507,0.01280275,0.02837369,0.009207439,0.003867164,0.0101983,0.0007474985],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1710684,"about_ca_system_score_gemma":0.1095951,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9872176,"about_ca_topic_score_gemma":0.9872078,"domain_scores_codex":[0.9945591,0.0007190942,0.0001365693,0.0005351795,0.001951564,0.00209848],"domain_scores_gemma":[0.9904251,0.003902082,0.0007162875,0.0003648282,0.003382901,0.001208848],"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":[0.00002167015,0.00001666343,0.0006469,0.00003474385,0.000006413484,0.0000924292,0.002020112,0.0004769873,0.00004151459,0.9825246,0.007539659,0.006578377],"study_design_scores_gemma":[0.00007637634,0.00003422178,0.01519675,0.00081326,0.00009360664,0.0002428636,0.01344569,0.004028506,0.0002396589,0.6806425,0.2849702,0.0002163886],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04907272,0.04931131,0.00312796,0.1124609,0.0006117472,0.00006402171,0.0005378529,0.00003477801,0.7847788],"genre_scores_gemma":[0.899681,0.03025732,0.001698968,0.007920704,0.001003781,0.00003714073,0.0001769615,0.00006710185,0.05915701],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1710684,"threshold_uncertainty_score":0.9614431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006078984045989777,"score_gpt":0.2047466666414736,"score_spread":0.1986676825954838,"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."}}