{"id":"W4409015089","doi":"10.1002/casp.70081","title":"“We Are a Sounding Board”: The Role of Community Volunteers in a Restorative Justice Program","year":2025,"lang":"en","type":"article","venue":"Journal of Community & Applied Social Psychology","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Justice Programme; York University","keywords":"Restorative justice; Depth sounding; Economic Justice; Political science; Psychology; Sociology; Criminology; Law; Geography; Cartography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004182454,0.000130619,0.0004912048,0.000384876,0.002719767,0.00006144706,0.001110674,0.0002133864,0.00002282806],"category_scores_gemma":[0.0004926538,0.0001142322,0.0002289921,0.001524719,0.001041563,0.0001067033,0.0001318303,0.00276624,0.000002709121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002431082,"about_ca_system_score_gemma":0.0002530181,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01121413,"about_ca_topic_score_gemma":0.0698195,"domain_scores_codex":[0.9946098,0.004112895,0.000622947,0.00005679915,0.0003151109,0.000282439],"domain_scores_gemma":[0.9971631,0.001363769,0.0006946462,0.0003319809,0.0003925793,0.00005393607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000640486,0.002255625,0.002396134,0.00007067124,0.000329865,0.000002586293,0.8127494,0.0000807295,0.0006943191,0.02761944,0.002488156,0.1506726],"study_design_scores_gemma":[0.0004536892,0.000108695,0.01245571,0.00005042086,0.0005024816,0.000001766227,0.9544189,0.000006290131,0.00001343836,0.01992182,0.01198526,0.0000815309],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9511932,0.0003099533,0.0003349792,0.004721129,0.0003569853,0.0002181023,0.000002671154,0.00001873054,0.04284421],"genre_scores_gemma":[0.9985685,0.0002534005,0.0001295372,0.0007940975,0.0001681784,0.00002196409,0.00000120149,0.000007475191,0.00005566263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1505911,"threshold_uncertainty_score":0.9995344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05893054582192041,"score_gpt":0.4299799595645233,"score_spread":0.3710494137426029,"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."}}