{"id":"W4403729234","doi":"10.21991/cf29475","title":"Legislative Context in Sentencing: A Closer Look at R v Sharma","year":2024,"lang":"en","type":"article","venue":"Constitutional Forum / Forum constitutionnel","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Legislature; Context (archaeology); Political science; Sentencing guidelines; Law and economics; Law; Sociology; History; Philosophy; Linguistics; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0006262332,0.0003148596,0.0003612513,0.0006696766,0.001987823,0.0002839823,0.0003187293,0.0002271781,0.001791256],"category_scores_gemma":[0.0004699637,0.0003175982,0.0003728449,0.001350678,0.005226385,0.001104764,0.000172527,0.00042645,0.001320595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001430053,"about_ca_system_score_gemma":0.002792189,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007376116,"about_ca_topic_score_gemma":0.06785883,"domain_scores_codex":[0.9969934,0.0001539072,0.0006007561,0.0006966443,0.0006761869,0.0008790561],"domain_scores_gemma":[0.9986489,0.0004204558,0.0000943234,0.0002525726,0.0003077673,0.0002760086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005674546,0.0000962233,0.01227584,0.00002856574,0.0001115998,0.0002076178,0.003635218,0.0005041909,0.0001199496,0.9658875,0.00739036,0.009686201],"study_design_scores_gemma":[0.0006909911,0.00004144714,0.000133457,0.0005014426,0.0002588377,0.0001835242,0.2234576,0.004035545,0.0001241469,0.006687583,0.7632796,0.0006058345],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1891795,0.01828193,0.09716996,0.02843724,0.01124722,0.001991078,0.0005948234,0.001174205,0.651924],"genre_scores_gemma":[0.9943433,0.0003864971,0.0001401253,0.001058371,0.0003322492,0.0001234166,0.00008227995,0.00001196213,0.00352176],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9591999,"threshold_uncertainty_score":0.9999276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02901114764692735,"score_gpt":0.3132181404770611,"score_spread":0.2842069928301337,"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."}}