{"id":"W1905402982","doi":"10.60082/2563-8505.1301","title":"The Punishment Agenda in the Courts","year":2014,"lang":"en","type":"article","venue":"Supreme Court law review","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Punishment (psychology); Political science; Law and economics; Criminology; Law; Business; Economics; Psychology; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00393566,0.00008094597,0.000165037,0.00001378918,0.000992003,0.0001348316,0.000506733,0.00002785349,0.0001908638],"category_scores_gemma":[0.0002954772,0.00004358379,0.0001350607,0.0003323026,0.0001943239,0.00007795428,0.00002942198,0.0001393451,0.0001342287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005300686,"about_ca_system_score_gemma":0.00005543708,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.00844066,"about_ca_topic_score_gemma":0.08366685,"domain_scores_codex":[0.9981922,0.0007472066,0.0002313102,0.0001427092,0.0004350706,0.0002514838],"domain_scores_gemma":[0.9990146,0.0004188287,0.00007118827,0.0003686588,0.00008704295,0.00003964065],"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":[0.000003750233,0.00008944266,0.000167097,0.0002907854,0.00003377705,0.000005963538,0.006439865,0.000006468415,0.000002904586,0.6173433,0.07141612,0.3042005],"study_design_scores_gemma":[0.00002961778,0.00001242683,0.00005593258,0.0002639783,0.0001806025,0.000001344776,0.008809172,0.00002252612,8.601628e-7,0.0007280025,0.9898314,0.00006414172],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0146802,0.2429634,0.0007197282,0.1984884,0.001815863,0.002325143,0.000006127798,0.0001353194,0.5388657],"genre_scores_gemma":[0.8012471,0.1859362,0.00002490406,0.01149902,0.0003151977,0.0001058505,0.000003578092,0.000007329475,0.0008609142],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9184153,"threshold_uncertainty_score":0.9981622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04182299675629761,"score_gpt":0.344753683373067,"score_spread":0.3029306866167694,"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."}}