{"id":"W4413459658","doi":"10.1007/978-3-032-01881-6_18","title":"Hybrid Obfuscated Key Exchange and KEMs","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Cryptography and Data Security","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Key (lock); 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006925891,0.0005141869,0.0005006567,0.001125274,0.0003032152,0.0007424147,0.002988323,0.000234019,0.00003635607],"category_scores_gemma":[0.00007096264,0.0004835585,0.0001170944,0.0007119754,0.000803946,0.0006993117,0.00263983,0.0007512905,0.00001592682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009921448,"about_ca_system_score_gemma":0.0003424811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005491732,"about_ca_topic_score_gemma":0.00008885882,"domain_scores_codex":[0.9965246,0.00003369185,0.0004042526,0.00174196,0.0006781865,0.0006172798],"domain_scores_gemma":[0.9974843,0.0003949938,0.0001784872,0.001567653,0.0001736896,0.0002009102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000005255357,0.00002699535,0.00004969692,0.00009312533,0.00001367766,0.0001059684,0.0005578652,0.0001422215,0.00002801951,0.1398096,0.0003417218,0.8588259],"study_design_scores_gemma":[0.0005639204,0.0002099383,0.0003730366,0.0007144568,0.00001987447,0.0001494649,1.502456e-7,0.2216828,0.0007904031,0.7197161,0.05451331,0.001266647],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00008224307,0.00249477,0.9873914,0.0007190183,0.001591377,0.000335169,0.00003924107,0.0002141561,0.00713261],"genre_scores_gemma":[0.08826503,0.001730557,0.900249,0.00767221,0.001025448,0.00003568635,0.0000903008,0.00006663661,0.0008651024],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8575592,"threshold_uncertainty_score":0.9997616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01213207799170609,"score_gpt":0.2285987701837975,"score_spread":0.2164666921920914,"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."}}