{"id":"W2946504863","doi":"","title":"Access to Commercial Justice: A Roadmap for Online Dispute Resolution (ODR) Design for Small and Medium-Sized Businesses (SMEs) Disputes","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Dispute Resolution and Class Actions","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Online dispute resolution; Business; Dispute resolution; Economic Justice; Perspective (graphical); Predictability; Alternative dispute resolution; Field (mathematics); Resolution (logic); Industrial organization; Computer science; Political 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00135254,0.0002854585,0.000332233,0.0003681338,0.001189108,0.0007982625,0.0004871768,0.0001195805,0.00003191365],"category_scores_gemma":[0.000729358,0.000252712,0.0001470494,0.0005375672,0.0001100439,0.001253375,0.0001696534,0.0004399035,0.0000201986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003015516,"about_ca_system_score_gemma":0.000784453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001441943,"about_ca_topic_score_gemma":0.007698305,"domain_scores_codex":[0.9971162,0.00002875185,0.0004557062,0.0003745327,0.0002386331,0.001786143],"domain_scores_gemma":[0.9984342,0.0002055103,0.0003416284,0.0001865891,0.0007643647,0.00006771373],"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":[0.006121554,0.00137112,0.001518872,0.0007432916,0.0008367079,0.000003728808,0.0001558422,0.0006807649,0.002369916,0.5759607,0.09067816,0.3195593],"study_design_scores_gemma":[0.007213462,0.0006841093,0.02690519,0.0002441265,0.00149182,0.00009974835,0.001155116,0.0318375,0.0001307084,0.09877481,0.830384,0.001079379],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03519133,0.000533113,0.9361188,0.02475283,0.0014501,0.001316233,0.00003176934,0.0001269979,0.0004787961],"genre_scores_gemma":[0.9592485,0.001373314,0.01122476,0.006542404,0.01948538,0.0003445329,0.0001947438,0.0001552886,0.001431019],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9248941,"threshold_uncertainty_score":0.9999925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05184424021081379,"score_gpt":0.3142636156907034,"score_spread":0.2624193754798896,"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."}}