{"id":"W4312038102","doi":"10.55163/hrwa2721","title":"Verifying Nuclear Disarmament: Lessons Learned in South Africa, Iraq and Libya","year":2022,"lang":"en","type":"report","venue":"","topic":"Nuclear Issues and Defense","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Atomic Energy Agency; Canadian Nuclear Safety Commission; U.S. Department of Energy","keywords":"Disarmament; Nuclear weapon; Political science; Resource (disambiguation); State (computer science); Task (project management); International community; Scale (ratio); Engineering; Computer security; Computer science; Geography; Law; Cartography; Systems engineering; Politics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001313012,0.00021212,0.0004199867,0.0001790273,0.0006839146,0.0002489529,0.0002805971,0.0002640875,0.008624045],"category_scores_gemma":[0.0002755654,0.0002122317,0.0001202546,0.0003513914,0.0002177402,0.0001163581,0.0004026267,0.0006520691,0.0001209667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003859714,"about_ca_system_score_gemma":0.0004322677,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007723369,"about_ca_topic_score_gemma":0.001669243,"domain_scores_codex":[0.9973572,0.0002322718,0.0003098261,0.0005242333,0.001067837,0.0005085871],"domain_scores_gemma":[0.9992452,0.0000891887,0.0001715262,0.0002635671,0.00004831162,0.0001821733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001184427,0.000340897,0.004903565,0.0003059347,0.0001636751,0.0006490725,0.7555494,0.00002156821,0.00002314497,0.05262287,0.1216279,0.06367354],"study_design_scores_gemma":[0.000155217,0.00003087814,0.0006268339,0.00003725466,0.00002596851,0.000002187682,0.05437969,0.000008198541,1.219558e-7,0.0004824435,0.9439842,0.0002670115],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02430034,0.001848448,6.646777e-7,0.001880305,0.0007007328,0.0003228331,0.00004174581,0.0001854181,0.9707195],"genre_scores_gemma":[0.8785365,0.009025488,0.0001845251,0.0001762359,0.0004964978,0.0000199436,0.00002037019,0.0001117302,0.1114287],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8592908,"threshold_uncertainty_score":0.9988843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1591992566213026,"score_gpt":0.3796418298409924,"score_spread":0.2204425732196898,"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."}}