{"id":"W2946662802","doi":"10.21810/jicw.v2i1.951","title":"The Subtle Knife","year":2019,"lang":"en","type":"article","venue":"The Journal of Intelligence Conflict and Warfare","topic":"Nuclear Issues and Defense","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Deterrence theory; Nuclear weapon; Rationality; Computer security; CLARITY; Nuclear ethics; Law and economics; Unintended consequences; Political science; Computer science; Law; Economics; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001460971,0.00005597913,0.00009967289,0.00001921017,0.0004801977,0.0001013346,0.0003627266,0.00003710319,0.0003364832],"category_scores_gemma":[0.0001499921,0.00002629533,0.00005416026,0.00009576645,0.0002674798,0.00009851198,0.00003750541,0.0001789782,0.0001409861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001441616,"about_ca_system_score_gemma":0.00005603366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002743903,"about_ca_topic_score_gemma":0.0001133766,"domain_scores_codex":[0.9991939,0.0001334944,0.0001967431,0.00004288057,0.0002674918,0.0001654995],"domain_scores_gemma":[0.9990331,0.0004338812,0.0001493624,0.0001259425,0.0001829003,0.00007482332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008263196,0.00008596373,0.01302808,0.00003439093,0.0002114048,0.00003529048,0.3158478,0.000171879,0.001072188,0.270066,0.02736567,0.371255],"study_design_scores_gemma":[0.0000417077,0.0001037064,0.0007515557,0.00002542289,0.00001361415,0.00002279059,0.03816768,0.00003228248,0.0002667416,0.001677068,0.9588442,0.00005326411],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9324186,0.01213268,0.0001201898,0.01123438,0.0008911913,0.0001825903,0.000001333307,0.00001275215,0.0430063],"genre_scores_gemma":[0.9821689,0.01112634,0.00001791354,0.000288793,0.0002095856,1.743632e-7,4.989317e-8,0.000005111437,0.0061831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9314785,"threshold_uncertainty_score":0.3693341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03138691195272572,"score_gpt":0.3166534593560104,"score_spread":0.2852665474032846,"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."}}