{"id":"W3011030870","doi":"10.1525/fsr.2020.32.3.125","title":"Looking Backward and Moving Forward","year":2020,"lang":"en","type":"article","venue":"Federal Sentencing Reporter","topic":"Legal Systems and Judicial Processes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Supreme court; Legislature; Law; Context (archaeology); Criminal justice; Political science; Economic Justice; Quarter (Canadian coin); Order (exchange); Sentencing guidelines; Sociology; History; Sentence","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":[0.0003500919,0.0001038839,0.0001959597,0.00002079233,0.0007110341,0.0003011664,0.00008417736,0.00007234651,0.00008273761],"category_scores_gemma":[0.0004579735,0.00009433988,0.00005750765,0.0001385637,0.00008096827,0.0003444522,0.0000628076,0.0001081517,0.00001771243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004629283,"about_ca_system_score_gemma":0.000110414,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01546357,"about_ca_topic_score_gemma":0.002764219,"domain_scores_codex":[0.9986986,0.00004939441,0.000296545,0.0002923216,0.0003526704,0.0003104501],"domain_scores_gemma":[0.9994062,0.00003880569,0.0001542235,0.00007023991,0.00009282494,0.0002377727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007967991,0.00005117503,0.7778949,0.0004149419,0.0001742648,0.0009154216,0.1291642,0.00002645287,0.007960951,0.004956317,0.02563974,0.05272198],"study_design_scores_gemma":[0.001405565,0.0003490832,0.03664724,0.000647774,0.0001218323,0.0001732323,0.09859334,0.001300689,0.002109607,0.006443214,0.8503589,0.001849501],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9077352,0.0003226565,0.00157274,0.01276054,0.0004778919,0.0002836333,0.000001243234,0.000238566,0.07660757],"genre_scores_gemma":[0.9959825,0.00002005586,0.0001862176,0.002123917,0.001107328,0.000004654732,0.000001108279,0.00001306385,0.0005611822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8247192,"threshold_uncertainty_score":0.9910926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02608456510756996,"score_gpt":0.2779666017560384,"score_spread":0.2518820366484684,"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."}}