{"id":"W4368404972","doi":"10.21315/km2023.41.1.4","title":"Application of Mediation in Resolving Elderly Family Issues in Malaysia: Lessons from Canada and Australia","year":2023,"lang":"en","type":"article","venue":"Kajian Malaysia","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Southeast University","keywords":"Mediation; Family mediation; Statute; Alternative dispute resolution; Settlement (finance); Dispute resolution; Neglect; Dispute mechanism; Political science; Conciliation; Lawyer supported mediation; Scope (computer science); Public relations; Law; Psychology; Business; Finance","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":[],"consensus_categories":[],"category_scores_codex":[0.0003112656,0.00008007094,0.0001659873,0.0001505606,0.00006225015,0.00002302185,0.0001449574,0.0000970322,0.00002779917],"category_scores_gemma":[0.00007957756,0.00009087474,0.00001608832,0.0007842742,0.00005614201,0.0001361514,0.00002480069,0.0001170599,0.00001193756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001080942,"about_ca_system_score_gemma":0.0001756196,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9470519,"about_ca_topic_score_gemma":0.9765471,"domain_scores_codex":[0.9989096,0.0001172479,0.0002332128,0.0002216568,0.0002651127,0.0002531561],"domain_scores_gemma":[0.9995531,0.000153551,0.00007418636,0.0001318079,0.00002699254,0.00006036642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001143982,0.00002051651,0.9632561,0.00002000953,0.000009020097,0.00002139441,0.01290466,0.0003574094,0.01026323,0.001598614,0.002167983,0.009369672],"study_design_scores_gemma":[0.0002351602,0.00001572131,0.9899861,0.00009059248,0.000006071239,9.689601e-8,0.003804562,0.001110834,0.0004965605,0.002254347,0.001879952,0.0001200306],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961838,0.0002512484,0.00001041162,0.002874512,0.00007191719,0.0001810547,0.00001508268,0.00002603528,0.000385932],"genre_scores_gemma":[0.9989559,0.0005642407,0.00008538022,0.00004148707,0.00009005456,0.0000276121,0.00002962368,0.000007893765,0.0001977878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0294951,"threshold_uncertainty_score":0.3705764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02743836709187033,"score_gpt":0.3178745166170012,"score_spread":0.2904361495251309,"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."}}