{"id":"W6912411414","doi":"10.5281/zenodo.3977272","title":"MULTILEVEL ACCESS TO JUSTICE IN A WORLD OF VANISHING TRIALS: A CONFLICT RESOLUTION PERSPECTIVE","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Dispute Resolution and Class Actions","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission","keywords":"Adjudication; Economic Justice; Dispute resolution; Online dispute resolution; Alternative dispute resolution; Perspective (graphical); Conflict resolution; Dispute mechanism","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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009459282,0.0001119521,0.000235341,0.000504362,0.0006565735,0.001049164,0.0007137938,0.00003672071,0.004342672],"category_scores_gemma":[0.004876945,0.0001239253,0.00006852178,0.001612283,0.00005543758,0.001012645,0.0009865084,0.0002092615,0.002068678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001454781,"about_ca_system_score_gemma":0.00000472636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002307341,"about_ca_topic_score_gemma":0.0000133822,"domain_scores_codex":[0.9985793,0.0001357841,0.0003884714,0.0003408485,0.0003027425,0.0002528797],"domain_scores_gemma":[0.9988138,0.00005101891,0.0002152027,0.0001816397,0.0006812481,0.00005707706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009929533,0.0005895429,0.00004397392,0.000587391,0.0001146028,0.00002211698,0.004238534,0.003909935,0.00925827,0.3506145,0.5552171,0.07441107],"study_design_scores_gemma":[0.0007331385,0.00003068618,0.002654594,0.00005776314,0.00004316737,0.000001915799,0.002035154,0.01094073,0.00006348375,0.0001453437,0.983154,0.0001400311],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01474852,0.000116027,0.04095073,0.02750668,0.0003545757,0.001906141,0.00017113,0.001119205,0.913127],"genre_scores_gemma":[0.9963462,0.00001789926,0.0001832304,0.002115492,0.0005601767,1.815244e-7,0.0001631492,0.0003975852,0.0002161345],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9815976,"threshold_uncertainty_score":0.9999878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2138483813148146,"score_gpt":0.3429203863510554,"score_spread":0.1290720050362408,"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."}}