{"id":"W4283741225","doi":"10.37417/rivitsproc/859","title":"Small Claims and the Pursuit of (Digital) Justice: A Tiered Online Dispute Resolution Perspective","year":2022,"lang":"en","type":"article","venue":"Revista Ítalo-española de Derecho procesal","topic":"Dispute Resolution and Class Actions","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Justice Programme; European Commission","keywords":"Economic Justice; Function (biology); Perspective (graphical); Dispute resolution; Law and economics; Political science; Online dispute resolution; Business; Alternative dispute resolution; Procedural justice; Public relations; Law; Sociology; Computer science; Psychology","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":[0.01839594,0.0004550391,0.0004795886,0.00384745,0.005991912,0.02774149,0.00326653,0.006029428,0.01472109],"category_scores_gemma":[0.02508501,0.0005206262,0.0008813735,0.003567426,0.02429668,0.02285363,0.01249163,0.004795745,0.001693726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00931776,"about_ca_system_score_gemma":0.006392321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006318189,"about_ca_topic_score_gemma":0.004087592,"domain_scores_codex":[0.9736654,0.01338152,0.001538482,0.00236908,0.006662334,0.002383242],"domain_scores_gemma":[0.9709835,0.01653611,0.002526236,0.005721185,0.002743545,0.001489413],"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":[0.00001487335,0.00003437344,0.0005005636,0.00005432699,0.000005424206,0.00009003389,0.002939066,0.0009339238,0.0003706521,0.9733409,0.0007409332,0.02097501],"study_design_scores_gemma":[0.00002741957,0.00009955881,0.002502041,0.0003748127,0.00002376202,0.0004616769,0.007421236,0.01122661,0.001588214,0.839327,0.1368707,0.00007691233],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0922069,0.006877045,0.3870074,0.03070759,0.0004407527,0.0004171781,0.0001286343,0.0004714767,0.4817431],"genre_scores_gemma":[0.8996626,0.002026797,0.06294423,0.002386373,0.0002966587,0.0001760071,0.00006706656,0.000121738,0.03231857],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02774149,"threshold_uncertainty_score":0.09728819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02487259908983848,"score_gpt":0.2479910295327106,"score_spread":0.2231184304428721,"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."}}