{"id":"W1488666018","doi":"","title":"Coordinating Multijurisdiction Class Actions Through Existing Certification Processes","year":2005,"lang":"en","type":"article","venue":"","topic":"Dispute Resolution and Class Actions","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Certification; Plaintiff; Scope (computer science); Class (philosophy); Legislature; Law and economics; Competition (biology); Class action; Business; Process (computing); Subject (documents); Law; Political science; 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":[0.02450075,0.0004695954,0.0006625048,0.002838278,0.01251379,0.01022928,0.005463815,0.005734959,0.01474456],"category_scores_gemma":[0.03891665,0.0008115399,0.0008599513,0.002285895,0.005402205,0.004113237,0.006937353,0.006526716,0.001821083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03056814,"about_ca_system_score_gemma":0.1057018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4032683,"about_ca_topic_score_gemma":0.7302942,"domain_scores_codex":[0.9589953,0.004609101,0.001863883,0.004095784,0.0187344,0.01170152],"domain_scores_gemma":[0.94425,0.01613082,0.004530444,0.007471338,0.02199979,0.005617522],"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":[0.0004047756,0.001659748,0.05036124,0.0005754941,0.0001114987,0.00183952,0.01475286,0.01149556,0.01792097,0.5485051,0.08526812,0.2671051],"study_design_scores_gemma":[0.0006921548,0.001058534,0.1115753,0.001115214,0.0002417613,0.0009712199,0.01212729,0.02560363,0.01817691,0.07300073,0.7547466,0.0006906205],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1655379,0.001405057,0.08858733,0.02179317,0.0009453771,0.006048224,0.0004816375,0.0007915636,0.7144097],"genre_scores_gemma":[0.8324112,0.0005031042,0.03955236,0.00771405,0.0002786932,0.001119303,0.0002693665,0.0001207269,0.118031],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4032683,"threshold_uncertainty_score":0.801842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08622341782960395,"score_gpt":0.3079450419084285,"score_spread":0.2217216240788245,"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."}}