{"id":"W4386737132","doi":"10.35502/jcswb.327","title":"Hungarian vs. American mediators and how to make communities more resilient","year":2023,"lang":"en","type":"article","venue":"Journal of Community Safety and Well-Being","topic":"Hungarian Social, Economic and Educational Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Restorative justice; Mediation; Legislation; Judgement; Political science; Norm (philosophy); Government (linguistics); Local government; Public relations; Criminology; Psychology; Public administration; Sociology; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005134174,0.0003604005,0.0003172038,0.001102758,0.01119139,0.00914043,0.001050968,0.00153779,0.008918816],"category_scores_gemma":[0.00721848,0.0002576804,0.0002604716,0.001043416,0.009177671,0.005480501,0.01272024,0.001859889,0.000731418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003761999,"about_ca_system_score_gemma":0.006404531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007892082,"about_ca_topic_score_gemma":0.0160051,"domain_scores_codex":[0.9956696,0.00256648,0.00009259813,0.0002341315,0.0002517597,0.001185488],"domain_scores_gemma":[0.9974438,0.0005364365,0.0003202955,0.0001549259,0.0002707142,0.001273808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002669504,0.0004375937,0.04938299,0.0003169596,0.00007306514,0.00289373,0.6068867,0.0002167425,0.001332865,0.1742697,0.02242549,0.1414972],"study_design_scores_gemma":[0.00006849509,0.000170748,0.02276004,0.0005311071,0.00005873415,0.0006178319,0.7101007,0.0002069843,0.0004032101,0.02601192,0.2390221,0.00004809837],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8058104,0.004339447,0.003073531,0.0423305,0.0006826491,0.0001631429,0.00004137383,0.0001009907,0.143458],"genre_scores_gemma":[0.9928536,0.000779653,0.0005353604,0.002155009,0.00002751284,0.00003269271,0.00001391386,0.00001364742,0.003588672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01119139,"threshold_uncertainty_score":0.02983642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02131259188828746,"score_gpt":0.3019989317496419,"score_spread":0.2806863398613544,"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."}}