{"id":"W4407776736","doi":"10.20944/preprints202502.1610.v1","title":"Restorative Justice and Indigenous Courts Within the Penal Continuum: Rethinking Indigenous Over-Incarceration in Canada","year":2025,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Restorative justice; Criminology; Economic Justice; Political science; Law; Criminal justice; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003805931,0.0002574277,0.0004053187,0.002294517,0.04755622,0.008434418,0.003943043,0.00254576,0.003880383],"category_scores_gemma":[0.009951563,0.000463702,0.0003758227,0.002968975,0.01517962,0.002091331,0.007927881,0.005985775,0.0001471468],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1972957,"about_ca_system_score_gemma":0.3101729,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9962141,"about_ca_topic_score_gemma":0.9991751,"domain_scores_codex":[0.994889,0.0007898825,0.0001003493,0.0004246869,0.001332706,0.002463415],"domain_scores_gemma":[0.9924117,0.00147677,0.0004283384,0.00021754,0.00264048,0.002825178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001846299,0.0004261363,0.08588962,0.0003085707,0.00005834674,0.00346645,0.6193537,0.002096137,0.002116889,0.1316908,0.02782671,0.126582],"study_design_scores_gemma":[0.00003320483,0.0001020928,0.1451682,0.0005434713,0.00009487979,0.0003955923,0.6978626,0.002120983,0.00104741,0.006268465,0.1461731,0.000190033],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9011528,0.00283669,0.001041959,0.03443665,0.0002203191,0.0001711426,0.0001036354,0.0000369403,0.05999983],"genre_scores_gemma":[0.9836668,0.001364953,0.0006652895,0.003088088,0.00002282194,0.00003129801,0.00003678022,0.00002141246,0.0111025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1972957,"threshold_uncertainty_score":0.9310232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07804491060774445,"score_gpt":0.356683936591014,"score_spread":0.2786390259832696,"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."}}