{"id":"W4390519266","doi":"10.36948/ijfmr.2023.v05i06.10984","title":"Judicial Approach Towards Rights of Accused","year":2023,"lang":"en","type":"article","venue":"International Journal For Multidisciplinary Research","topic":"Legal and Social Justice Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Law; Political science; Presumption; Statute; Criminal justice; Theory of criminal justice; Criminal procedure; Criminal law; Punishment (psychology); Psychology","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":[0.006830696,0.0002899065,0.0004228786,0.001618108,0.0052027,0.006466262,0.001343658,0.005068489,0.006463964],"category_scores_gemma":[0.0159933,0.0002585304,0.0003985484,0.0007370032,0.01111281,0.003248119,0.002853469,0.00765156,0.001105274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002714385,"about_ca_system_score_gemma":0.005403763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004169954,"about_ca_topic_score_gemma":0.004774155,"domain_scores_codex":[0.9900339,0.003214004,0.0005878611,0.001556018,0.002974727,0.001633462],"domain_scores_gemma":[0.9945174,0.002225373,0.0003864952,0.0006330343,0.001867721,0.0003699473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006557941,0.00001273726,0.0002860177,0.00002691272,0.000002955935,0.0001798791,0.003274546,0.00004842978,0.0003938263,0.9852005,0.004109872,0.006457781],"study_design_scores_gemma":[0.00002925198,0.00007135898,0.002193269,0.0004581726,0.00002996512,0.001027053,0.002962853,0.000748656,0.002032585,0.6956611,0.2947342,0.00005162795],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05745238,0.01132165,0.02669797,0.05731328,0.001699625,0.0002021644,0.0001966242,0.00007012556,0.8450462],"genre_scores_gemma":[0.8918595,0.003983567,0.006393577,0.01025297,0.001958391,0.0001553337,0.00009477997,0.00005959933,0.08524229],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006830696,"threshold_uncertainty_score":0.03612459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.27268672445263,"score_gpt":0.5560284424475826,"score_spread":0.2833417179949527,"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."}}