{"id":"W4407278773","doi":"10.14722/usec.2024.23045","title":"VPN Awareness and Misconceptions: A Comparative Study in Canadian and Japanese Contexts","year":2024,"lang":"en","type":"article","venue":"","topic":"Mobile Agent-Based Network Management","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Information and Communications Technology; Iran Telecommunication Research Center","keywords":"Computer science; Mathematics education; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002744617,0.0001097054,0.0001391047,0.0002139496,0.00008114723,0.0003407306,0.0002060734,0.00001907952,0.00003215261],"category_scores_gemma":[0.000004037616,0.00009481618,0.00001059035,0.0003782901,0.00004545676,0.0002744617,0.0001479338,0.00007518481,0.00002218342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001092653,"about_ca_system_score_gemma":0.000137688,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2075557,"about_ca_topic_score_gemma":0.7981633,"domain_scores_codex":[0.9989986,0.00009088371,0.0001454375,0.0004171655,0.0001057959,0.0002421326],"domain_scores_gemma":[0.999472,0.00009449627,0.00001177549,0.0002327526,0.00001724242,0.0001717433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003109474,0.0006872659,0.3448035,0.0003390212,0.0004463708,0.003336427,0.2378497,0.004293735,0.00007549133,0.2143594,0.03746597,0.156312],"study_design_scores_gemma":[0.001474745,0.000470158,0.2346794,0.0002062868,0.00002873516,0.00002732601,0.01341696,0.7263472,0.00001975792,0.001208215,0.02146036,0.0006608646],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904159,0.001497025,0.002624125,0.0009013853,0.0001958508,0.0009117151,0.000002358268,0.00009379227,0.00335781],"genre_scores_gemma":[0.9984298,0.00001993295,0.0003412242,0.0002579537,0.00001671583,0.000106094,0.000001250074,0.000003864608,0.0008231392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7220535,"threshold_uncertainty_score":0.7977213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03358904565686043,"score_gpt":0.3084337403422798,"score_spread":0.2748446946854194,"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."}}