{"id":"W1491036344","doi":"10.2139/ssrn.1103585","title":"Disputants' Perceptions of Dispute Resolution Procedures: A Longitudinal Empirical Study","year":2008,"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":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Dispute resolution; Perception; Alternative dispute resolution; Political science; Empirical research; Psychology; Social psychology; Law; Statistics; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.0006914336,0.000204745,0.0002650194,0.0003710728,0.0008450367,0.00008836434,0.0003029005,0.00007187481,0.0001523733],"category_scores_gemma":[0.0001457229,0.0001771559,0.0002142262,0.0007564454,0.0001307588,0.0009532215,0.00009409478,0.000990576,0.0001465197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004030116,"about_ca_system_score_gemma":0.0009094619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001964702,"about_ca_topic_score_gemma":0.002735784,"domain_scores_codex":[0.9973084,0.00003300089,0.0004816537,0.0002798611,0.0005203907,0.001376722],"domain_scores_gemma":[0.9991547,0.00002208399,0.0003157723,0.0002134914,0.0002606259,0.00003330082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002298575,0.00282979,0.8858884,0.00004640641,0.0003499935,0.00002665718,0.0003447011,0.0002704849,0.0002002954,0.1034641,0.003934763,0.002414533],"study_design_scores_gemma":[0.0022471,0.0003648144,0.9488004,0.00006022899,0.0003091409,0.001041885,0.01432628,0.001969524,0.000002005702,0.01661859,0.01377153,0.0004885332],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817578,0.0003018074,0.01044521,0.0009691335,0.0002424627,0.0002991892,0.000002554889,0.00009040978,0.005891478],"genre_scores_gemma":[0.9973087,0.0005872163,0.00002921678,0.0001207162,0.0009138535,0.00001800161,0.000007981243,0.0000275339,0.000986776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08684555,"threshold_uncertainty_score":0.722421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02638943786865492,"score_gpt":0.2877812660440466,"score_spread":0.2613918281753917,"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."}}