{"id":"W2258360802","doi":"10.2172/970432","title":"Proliferation Resistance and Physical Protection Evaluation Methodology Development and Applications","year":2009,"lang":"en","type":"report","venue":"","topic":"Nuclear and radioactivity studies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Atomic Energy (Canada)","funders":"","keywords":"Set (abstract data type); Process (computing); Resistance (ecology); Conceptual design; Computer science; Terrorism; Risk analysis (engineering); Process management; Systems engineering; Computer security; Management science; Software engineering; Engineering; Political science; Business; Human–computer interaction; Programming language; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005554997,0.0001397433,0.0002222693,0.00007430249,0.0001229527,0.00002377075,0.00001922094,0.0001203912,0.000002322762],"category_scores_gemma":[0.00005145348,0.000125961,0.00001561888,0.00006529238,0.00002545334,0.00005867378,0.00001170177,0.0001592488,0.000002302318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001916749,"about_ca_system_score_gemma":0.00008050508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005251865,"about_ca_topic_score_gemma":0.0001444697,"domain_scores_codex":[0.9992512,0.00005298202,0.0001424209,0.0002093888,0.0002512076,0.00009275178],"domain_scores_gemma":[0.9996721,0.00003652451,0.00004046644,0.00008902597,0.0001359856,0.00002586219],"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":[0.000008647492,0.00002914874,0.0000216824,0.0005348806,0.0001557329,3.459071e-7,0.0008067667,0.0001906125,0.0009005737,0.0002987186,0.00252667,0.9945262],"study_design_scores_gemma":[0.0005315869,0.00007771292,0.02894227,0.0001586425,0.0004232776,0.00007146542,0.0002167518,0.01524245,0.00605949,0.004486664,0.9428483,0.0009413478],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06251253,0.01951969,0.5255727,0.0008832274,0.0009430384,0.0127204,0.00002061564,0.001816591,0.3760113],"genre_scores_gemma":[0.8712634,0.006685212,0.1012051,0.00005400416,0.00315386,0.005740289,0.000169794,0.0001837198,0.01154464],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9935849,"threshold_uncertainty_score":0.5136541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.114616991125078,"score_gpt":0.3428289522075532,"score_spread":0.2282119610824751,"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."}}