{"id":"W4417078480","doi":"10.2139/ssrn.5875420","title":"Understanding Judicial Paternalism: Historical Evidence Linking Public Sentiment to Criminal Sentencing","year":2025,"lang":"","type":"preprint","venue":"SSRN Electronic Journal","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland; Queen's University; University of Guelph","funders":"","keywords":"Prison; Newspaper; Settlement (finance); Indigenous; Public opinion; Public discourse; Judicial opinion; Frontier","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035054,0.00009963135,0.0001625993,0.001674318,0.001513229,0.002320661,0.0004962748,0.0008766481,0.005814648],"category_scores_gemma":[0.01853788,0.0002226814,0.00006308411,0.001951999,0.002886061,0.00248006,0.001017877,0.001879318,0.0003684333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001945887,"about_ca_system_score_gemma":0.0009928874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01433397,"about_ca_topic_score_gemma":0.03241134,"domain_scores_codex":[0.9987652,0.0004822742,0.00006108677,0.0002121803,0.0002301671,0.0002491191],"domain_scores_gemma":[0.9855079,0.007014337,0.004156763,0.0005570421,0.002308256,0.0004556346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000416688,0.0002381562,0.3678921,0.0002877631,0.00008681662,0.001111154,0.08667824,0.001145683,0.001917618,0.4153164,0.01325778,0.1116516],"study_design_scores_gemma":[0.0000261738,0.0001150665,0.8399823,0.0003494521,0.0000648249,0.0003817474,0.0225575,0.001689913,0.001367356,0.05924083,0.07418083,0.00004400862],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8813624,0.001808032,0.001508703,0.008457044,0.00008628401,0.0000105544,0.0002651441,0.000006688276,0.1064952],"genre_scores_gemma":[0.9984667,0.000337226,0.00006616147,0.0001298229,0.00004250769,0.000001360708,0.00003240684,0.000004765721,0.0009190751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01433397,"threshold_uncertainty_score":0.02850103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1617277244575211,"score_gpt":0.3495625815966448,"score_spread":0.1878348571391237,"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."}}