{"id":"W2896328608","doi":"10.2172/1477615","title":"Top Ten Weapons Breakthrough in Los Alamos' History","year":2018,"lang":"en","type":"report","venue":"","topic":"Nuclear Issues and Defense","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Los Alamos National Laboratory; National Nuclear Security Administration; U.S. Department of Energy","keywords":"National laboratory; Plutonium; Nuclear weapon; Implosion; Nuclear physics; Nuclear engineering; Fission; Nuclear fission; Engineering; Physics; Engineering physics; Neutron","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001216116,0.0002067168,0.0004172467,0.0001465652,0.0001489979,0.00004414833,0.000360238,0.0005961407,0.02159971],"category_scores_gemma":[0.0004041608,0.0001896428,0.0001665572,0.0001781088,0.0004820742,0.000123205,0.0001100837,0.0003277694,0.001202198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002070981,"about_ca_system_score_gemma":0.002667014,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1076618,"about_ca_topic_score_gemma":0.07970676,"domain_scores_codex":[0.9975585,0.0001476807,0.0003592334,0.0004445284,0.001016181,0.0004738662],"domain_scores_gemma":[0.9989133,0.0000841601,0.0001680388,0.0004116846,0.0002710259,0.0001517903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005119616,0.00004515156,0.0008484749,0.0000213201,0.00001360441,0.00006838239,0.005039934,6.109705e-8,0.000001781823,0.002891677,0.9884978,0.002566709],"study_design_scores_gemma":[0.00008619408,0.00002871652,0.001166143,0.00007333055,0.00001932811,0.000004238347,0.001261334,7.910056e-7,0.000001190165,0.0004608344,0.9966298,0.0002681523],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001441503,0.001583564,0.00000311137,0.0005716005,0.003355938,0.0002517293,0.00001095935,0.000146408,0.9926352],"genre_scores_gemma":[0.01426064,0.003056933,0.000407737,0.0005099567,0.003211905,0.00001375893,0.00001985141,0.00005800018,0.9784612],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.027955,"threshold_uncertainty_score":0.9995755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05974918859987075,"score_gpt":0.352333220331848,"score_spread":0.2925840317319772,"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."}}