{"id":"W7106557468","doi":"10.1007/978-981-96-9748-9_13","title":"Conclusion: Cultivating Conflict Transformation in Legal Practice","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Law in Society and Culture","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Transformative learning; Negotiation; Conflict transformation; Economic Justice; Dispute resolution; Legal profession; Legal practice; Conflict resolution; Online dispute resolution; Practice of law","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":[0.001364024,0.0003299117,0.0001875583,0.0005507229,0.002444925,0.00513685,0.001147234,0.002730712,0.02041171],"category_scores_gemma":[0.001950556,0.0001202756,0.0002197023,0.0007905113,0.006246179,0.006002947,0.002396687,0.003514154,0.004128532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002978976,"about_ca_system_score_gemma":0.003861344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00387457,"about_ca_topic_score_gemma":0.009618238,"domain_scores_codex":[0.9992472,0.0003899581,0.00001636957,0.00008149956,0.0001920981,0.00007296578],"domain_scores_gemma":[0.9991381,0.0005165642,0.00003426747,0.00006223236,0.0001517364,0.00009706723],"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":[0.000004268237,0.00003846263,0.00009972414,0.00005102157,0.000001248541,0.00003431975,0.006057303,0.0001054622,0.0001288745,0.922479,0.05528004,0.01572026],"study_design_scores_gemma":[0.00001298729,0.00001585141,0.0005192843,0.000245934,0.000005788709,0.0001126512,0.01068067,0.0005962452,0.0007794129,0.4803352,0.5066862,0.00000980745],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.00572671,0.00153201,0.009282182,0.05825489,0.0008162095,0.00007808152,0.00006517482,0.00008189883,0.9241628],"genre_scores_gemma":[0.2621273,0.001938478,0.01284506,0.02470881,0.0004704802,0.0003311979,0.0001346829,0.0001877562,0.6972561],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02041171,"threshold_uncertainty_score":0.06828392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02467403041765272,"score_gpt":0.3301369244956038,"score_spread":0.3054628940779511,"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."}}