{"id":"W4406271272","doi":"10.1007/978-3-030-71522-9_82","title":"Key Agreement","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Intelligence, Security, War Strategy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Key (lock); Computer science; Computer security","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003836966,0.0002205874,0.0002486413,0.0001345178,0.0003098319,0.00009990067,0.0005202639,0.0004568968,0.02919987],"category_scores_gemma":[0.00004495176,0.0002164281,0.0001701418,0.00004401714,0.0002919966,0.00005871673,0.0001027802,0.0003145074,0.002873487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002289835,"about_ca_system_score_gemma":0.0006578629,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00326574,"about_ca_topic_score_gemma":0.01832113,"domain_scores_codex":[0.9983953,0.00003049352,0.0002788023,0.0003507673,0.0006160128,0.0003286141],"domain_scores_gemma":[0.9992267,0.00008604881,0.0000953714,0.0002903104,0.0001928769,0.0001087011],"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":[0.00000173356,0.000006919451,0.000002433728,0.00001247908,0.00003240283,0.00001073317,0.00136507,2.163304e-7,3.064759e-7,0.9294063,0.06165399,0.007507459],"study_design_scores_gemma":[0.00001985574,0.00001765287,0.000001187033,0.0000588388,0.00002168501,1.446865e-7,0.0003886921,0.000001864218,0.00001651068,0.2068994,0.7923832,0.0001910346],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000001352686,0.0004298588,0.0001978183,0.001272295,0.001069441,0.0003484864,0.00001567605,0.000108007,0.9965571],"genre_scores_gemma":[0.001313363,0.0009675422,0.0002374855,0.0005763951,0.0005289408,0.000006051211,0.00001293406,0.00001285092,0.9963444],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7307292,"threshold_uncertainty_score":0.9995919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03797397496104059,"score_gpt":0.3194935422793812,"score_spread":0.2815195673183406,"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."}}