{"id":"W7128560947","doi":"","title":"Quantum Ready Cybersecurity:Understanding and managing the risk","year":2025,"lang":"en","type":"other","venue":"Research Explorer (The University of Manchester)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quantum computer; Encryption; Quantum; Field (mathematics); Cryptography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002439109,0.0006765511,0.0004818722,0.00163815,0.002815787,0.01039891,0.001540617,0.005068229,0.02112062],"category_scores_gemma":[0.01105982,0.0004162736,0.0004827676,0.001083629,0.009918609,0.01568132,0.004015197,0.004996151,0.002344067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007034608,"about_ca_system_score_gemma":0.005738528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01281427,"about_ca_topic_score_gemma":0.013714,"domain_scores_codex":[0.9986715,0.000496336,0.00003955048,0.0001721929,0.0003832218,0.0002372357],"domain_scores_gemma":[0.9948525,0.002211371,0.0007546552,0.0006906243,0.0009391052,0.0005517296],"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":[0.00001216983,0.00002046148,0.0007075321,0.00006275818,0.000009768198,0.0001035236,0.0003075169,0.003115929,0.0001640602,0.961018,0.01478867,0.0196895],"study_design_scores_gemma":[0.000002938838,0.00001244105,0.0004868921,0.0001349344,0.00000639764,0.00007212146,0.0008349071,0.007077853,0.0003163575,0.9457144,0.04531731,0.00002336052],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03624068,0.0125654,0.1660715,0.2596802,0.001495829,0.0001682485,0.0006396109,0.0005890907,0.5225493],"genre_scores_gemma":[0.8800452,0.01617432,0.03450138,0.009763812,0.001020683,0.0001353692,0.0002352729,0.0002904468,0.05783345],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02112062,"threshold_uncertainty_score":0.07065547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1264168642739198,"score_gpt":0.3095129311713788,"score_spread":0.183096066897459,"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."}}