{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003415409,0.000590642,0.0008094446,0.003580997,0.01291548,0.004301863,0.001186985,0.000893779,0.002432876],"category_scores_gemma":[0.008817366,0.00060066,0.0005494696,0.0058186,0.003965118,0.001946686,0.003006182,0.001536035,0.0002356058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02557372,"about_ca_system_score_gemma":0.04291233,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9678928,"about_ca_topic_score_gemma":0.9826531,"domain_scores_codex":[0.9972378,0.0005097899,0.0001736571,0.0002885842,0.0008192901,0.000970815],"domain_scores_gemma":[0.9891439,0.002039415,0.001368983,0.0003203646,0.004762483,0.002364809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001172489,0.0001356267,0.1754001,0.0001566727,0.0000215446,0.0008892186,0.8100573,0.00003058073,0.0007803728,0.000524077,0.0006554749,0.01123181],"study_design_scores_gemma":[0.000006119888,0.00008390002,0.1415186,0.000130986,0.0000362434,0.0002789683,0.8518731,0.0001319197,0.0002073103,0.00005683703,0.00560755,0.00006846023],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977253,0.0002621931,0.00008369356,0.0001870444,0.000009443925,0.00002456759,0.00007983324,0.000002732123,0.001625116],"genre_scores_gemma":[0.9974914,0.0007813532,0.0002432549,0.0002350207,0.000007350575,0.00002430718,0.0001131382,0.000009294231,0.001094974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03210717,"threshold_uncertainty_score":0.1855512,"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."}}