{"id":"W3216154068","doi":"10.1109/isncc52172.2021.9615767","title":"A Study on Natural Language Chatbot-based Authentication Systems","year":2021,"lang":"en","type":"article","venue":"","topic":"AI in Service Interactions","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Chatbot; Computer science; Authentication (law); Natural language; Natural (archaeology); Natural language processing; Computer security; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005596563,0.0003410327,0.0004196013,0.00111747,0.002822512,0.00418395,0.001511567,0.00222757,0.006214757],"category_scores_gemma":[0.03203316,0.0004159295,0.000451653,0.0009873981,0.003578423,0.009479855,0.001500067,0.001769218,0.001405381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00305579,"about_ca_system_score_gemma":0.001755424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005567564,"about_ca_topic_score_gemma":0.002715885,"domain_scores_codex":[0.9935076,0.003804093,0.0003469025,0.0008432404,0.001165903,0.0003322501],"domain_scores_gemma":[0.9732111,0.01916595,0.001343307,0.002500973,0.003107192,0.0006714975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007563229,0.001321926,0.02423416,0.001352896,0.00006957987,0.002357535,0.0853627,0.01094932,0.04143148,0.6714785,0.0104771,0.1502085],"study_design_scores_gemma":[0.0002108831,0.002155763,0.03678444,0.0008115008,0.0001516472,0.006601871,0.03551406,0.38116,0.05772349,0.1250746,0.3534951,0.0003166203],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5970214,0.002161243,0.2746078,0.005311263,0.0001859309,0.001273283,0.0002287914,0.001955901,0.1172544],"genre_scores_gemma":[0.9585971,0.0003601816,0.02774256,0.0005999982,0.00006409622,0.0003534787,0.0001820444,0.0001272806,0.01197325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006214757,"threshold_uncertainty_score":0.02959782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01981331741179546,"score_gpt":0.3083136425835386,"score_spread":0.2885003251717431,"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."}}