{"id":"W4406238142","doi":"10.1007/978-3-030-71522-9_1503","title":"Continuous Authentication","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"User Authentication and Security Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer science","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":[],"category_scores_codex":[0.0001446455,0.0001815157,0.0002412296,0.0001924267,0.00005945786,0.0001687194,0.0009479986,0.0001962785,0.0003009238],"category_scores_gemma":[0.00001427059,0.0001707466,0.0001210677,0.00004029431,0.00002829443,0.0001174165,0.0001979814,0.0001460359,0.001393922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000040287,"about_ca_system_score_gemma":0.0001014272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006944848,"about_ca_topic_score_gemma":0.000006778302,"domain_scores_codex":[0.9988598,0.00001351591,0.0003256069,0.0004111961,0.0002588049,0.0001311406],"domain_scores_gemma":[0.9985909,0.00005177458,0.0001406879,0.001003981,0.0001489975,0.00006367],"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":[3.014214e-7,0.0000073138,0.000001215742,0.00002176272,0.00002410363,0.000001633783,0.001082785,6.502068e-9,0.000006176183,0.9719935,0.01871804,0.008143174],"study_design_scores_gemma":[0.00009118793,0.00001204569,0.00001087966,0.00008861248,0.00001793573,0.000004393296,0.000003744658,0.006159787,0.00003348402,0.1077947,0.8855712,0.000212102],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000001219025,0.0001882232,0.09764504,0.001453444,0.0006556861,0.0002469464,0.000004017618,0.0003502606,0.8994551],"genre_scores_gemma":[0.007371031,0.00002635049,0.0009855088,0.0005208265,0.0000523955,0.000009200799,0.00001734736,0.000009601712,0.9910077],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8668531,"threshold_uncertainty_score":0.9993836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01328837734909258,"score_gpt":0.2290153564133649,"score_spread":0.2157269790642723,"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."}}