{"id":"W4396680420","doi":"10.1007/978-3-031-59290-4_10","title":"Sentencing First Nations Defendants: Resisting Re-traumatisation","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology; Criminology; Political science","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":[0.00831053,0.0003729767,0.000428588,0.001378351,0.01065816,0.009545517,0.001909128,0.005744628,0.008270103],"category_scores_gemma":[0.03413096,0.0004286066,0.0003304525,0.0007729513,0.008348405,0.00624285,0.006521621,0.009116406,0.001456643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003181682,"about_ca_system_score_gemma":0.01306134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01080328,"about_ca_topic_score_gemma":0.04471873,"domain_scores_codex":[0.9918824,0.004530894,0.000185781,0.0004371163,0.001548355,0.001415545],"domain_scores_gemma":[0.9909098,0.005185612,0.0007043149,0.0008010023,0.001437619,0.0009617501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006855726,0.00017396,0.004157964,0.0001639076,0.00002906881,0.001941671,0.1213607,0.0005595318,0.000834213,0.528245,0.1054283,0.2370371],"study_design_scores_gemma":[0.00003066209,0.0001870592,0.01370933,0.001874024,0.00006179781,0.003852506,0.2313802,0.001792397,0.002136492,0.2358584,0.5090157,0.0001014806],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1611263,0.004452006,0.01399467,0.09607723,0.002862376,0.0002338338,0.00005213996,0.0001695513,0.7210319],"genre_scores_gemma":[0.7965845,0.001926626,0.008998172,0.01130043,0.0003782596,0.000189558,0.00005157846,0.0001243104,0.1804467],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01080328,"threshold_uncertainty_score":0.0439508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04988048136626227,"score_gpt":0.3133701965344207,"score_spread":0.2634897151681584,"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."}}