{"id":"W2258869515","doi":"","title":"The Evolution of Lawyers’ Roles in Mandatory Mediation: A Condition of Systemic Transformation","year":2005,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Mediation; Political science; Law; Alternative dispute resolution; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0214201,0.0001555696,0.0003608502,0.001003109,0.01005593,0.008783392,0.0018101,0.002046377,0.00317385],"category_scores_gemma":[0.0575495,0.0004819085,0.0002080596,0.001883959,0.01108309,0.004324538,0.007743686,0.003514107,0.0002929717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02434869,"about_ca_system_score_gemma":0.04207418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1201163,"about_ca_topic_score_gemma":0.2793739,"domain_scores_codex":[0.9743966,0.01389071,0.000688099,0.001789488,0.004800405,0.004434639],"domain_scores_gemma":[0.940648,0.03020404,0.008156381,0.003106764,0.0109323,0.006952482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004565741,0.001117445,0.2046119,0.0001928686,0.00004910835,0.002205282,0.5976831,0.001039469,0.006360149,0.04113802,0.004064568,0.1410816],"study_design_scores_gemma":[0.0001352439,0.0005366279,0.3897158,0.0001807909,0.00003129444,0.0004410507,0.5647475,0.001303939,0.002662329,0.01044285,0.02968962,0.0001129855],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701195,0.0001470389,0.001045714,0.006995318,0.00002213322,0.00008313014,0.00002667892,0.00003591828,0.02152465],"genre_scores_gemma":[0.9980845,0.00002919958,0.0002302308,0.0002794177,0.000002902723,0.00001454263,0.000008731799,0.000004334413,0.00134621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1201163,"threshold_uncertainty_score":0.2388342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008107850712365708,"score_gpt":0.3094558521701075,"score_spread":0.3013480014577418,"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."}}