{"id":"W3154346497","doi":"","title":"Big Data, Bigger Disruption: Is Institutional Arbitration Ready?","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Dispute Resolution and Class Actions","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Arbitration; Dispute resolution; Business; Online dispute resolution; Big data; Coronavirus disease 2019 (COVID-19); Pandemic; Law and economics; Political science; Law; Alternative dispute resolution; Economics; Computer science","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":[0.06253339,0.0006235642,0.001718966,0.00249298,0.009504612,0.03988171,0.0035813,0.01288931,0.02880105],"category_scores_gemma":[0.1354048,0.0006958264,0.001308553,0.004903353,0.03132435,0.07080833,0.01591107,0.02034107,0.007433687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005692375,"about_ca_system_score_gemma":0.01498982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003406406,"about_ca_topic_score_gemma":0.002110663,"domain_scores_codex":[0.9599247,0.02058184,0.002061578,0.003162879,0.009658875,0.004610202],"domain_scores_gemma":[0.9021828,0.05537114,0.009252237,0.01315449,0.009240618,0.01079884],"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":[0.0001720635,0.00009223301,0.002013329,0.0003821378,0.00007095077,0.0001591206,0.002901217,0.000393903,0.0002270126,0.8423236,0.09010044,0.06116388],"study_design_scores_gemma":[0.00004004365,0.00003127454,0.0007876389,0.0005180526,0.0000202608,0.00008106523,0.003524423,0.0004452724,0.0002151468,0.8246098,0.1696791,0.00004803689],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.006673656,0.01474353,0.01411401,0.8952532,0.004810365,0.00006471837,0.00025982,0.0002698387,0.06381088],"genre_scores_gemma":[0.6019918,0.03373541,0.01802512,0.2935557,0.02466927,0.0005064371,0.0007690509,0.001042662,0.02570454],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06253339,"threshold_uncertainty_score":0.3307121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05783808971118366,"score_gpt":0.2625459138744302,"score_spread":0.2047078241632466,"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."}}