{"id":"W2946873475","doi":"10.29173/alr2564","title":"Instrumental Rationality and General Deterrence","year":2019,"lang":"en","type":"article","venue":"Alberta Law Review","topic":"Criminal Law and Evidence","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Oxford; Office of National Drug Control Policy","keywords":"Arbitrariness; Supreme court; Rationality; Charter; Deterrence (psychology); Law; Deterrence theory; Political science; Law and economics; Sociology; Philosophy; Epistemology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002662055,0.00005961886,0.0001348928,0.000003886326,0.000159788,0.00003988609,0.0001181825,0.00002437792,0.0009381825],"category_scores_gemma":[0.00005692344,0.00005125692,0.0000373116,0.0000632134,0.0001371409,0.0002767405,0.00003677659,0.00004417185,0.0002529484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000155571,"about_ca_system_score_gemma":0.00003466811,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01703271,"about_ca_topic_score_gemma":0.0167523,"domain_scores_codex":[0.9993062,0.000104873,0.0001341019,0.0001586476,0.0001608745,0.0001353304],"domain_scores_gemma":[0.9996237,0.0001257064,0.00004221238,0.0001193636,0.00001573574,0.00007326534],"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":[0.000001741429,0.000008964971,0.01023761,0.0002401497,0.000003884203,4.725928e-7,0.0002389651,4.800799e-8,0.00003248111,0.9792712,0.0007330713,0.009231356],"study_design_scores_gemma":[0.00004844108,0.00001525343,0.001630495,0.0006152827,0.0000191399,0.000003731882,0.00002743541,0.000004765813,0.00001762538,0.0008587982,0.9966645,0.00009457848],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5705668,0.03583131,0.000004087847,0.02161943,0.000434424,0.0008045523,0.000002047924,0.00002347463,0.3707138],"genre_scores_gemma":[0.9745042,0.01671256,0.0001242605,0.004544859,0.00006714756,0.0000114744,0.000004717458,0.000003068567,0.004027752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9959314,"threshold_uncertainty_score":0.9999751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02750169917530808,"score_gpt":0.3383900681819069,"score_spread":0.3108883690065988,"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."}}