{"id":"W2892604209","doi":"","title":"Informed Decision-making in Judicial Mediation and the Assessment of Litigation Risk","year":2018,"lang":"en","type":"article","venue":"The Knowledge Bank (The Ohio State University)","topic":"Dispute Resolution and Class Actions","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Impartiality; Mediation; Framing (construction); Political science; Judicial opinion; Conversation; Litigation risk analysis; Psychology; Law; Social psychology; Public relations; Business; Engineering; Accounting","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":[0.1338348,0.001556882,0.001495398,0.004691587,0.01775993,0.03749971,0.005409562,0.01738158,0.008659593],"category_scores_gemma":[0.1460741,0.001148683,0.001708362,0.003482382,0.06662977,0.02544204,0.01837451,0.01392844,0.001096527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0132758,"about_ca_system_score_gemma":0.02013139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005790575,"about_ca_topic_score_gemma":0.006052339,"domain_scores_codex":[0.7659017,0.2006317,0.005846747,0.005650879,0.01466922,0.007299751],"domain_scores_gemma":[0.8877247,0.09623123,0.005441738,0.00375311,0.004878476,0.001970782],"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":[0.00002846234,0.00002999195,0.0003710513,0.0001022438,0.00002671353,0.0003370579,0.02112444,0.001463337,0.0001439815,0.9617968,0.001897243,0.01267863],"study_design_scores_gemma":[0.00002597848,0.00002840042,0.0002249566,0.0003826915,0.00001743717,0.000112653,0.01071722,0.001565445,0.0003410687,0.9575039,0.02902346,0.00005678883],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05053162,0.01714109,0.2904641,0.1540154,0.001762555,0.0009836188,0.00008737334,0.0002348956,0.4847793],"genre_scores_gemma":[0.9209918,0.003797791,0.05587406,0.005643827,0.0006655512,0.000594212,0.00003459124,0.00009703317,0.01230122],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1338348,"threshold_uncertainty_score":0.7077947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0103764068135223,"score_gpt":0.2481724362680288,"score_spread":0.2377960294545065,"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."}}