{"id":"W2143900028","doi":"10.19173/irrodl.v14i5.1632","title":"Security risks and protection in online learning: A survey","year":2013,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Information and Cyber Security","field":"Computer Science","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"SAFER; Usability; Internet privacy; Computer science; Online learning; Security awareness; Computer security; Information security; Security through obscurity; Security information and event management; Cloud computing security; World Wide Web; Human–computer interaction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006987214,0.00006822561,0.000159783,0.0001351819,0.0001020683,0.0003032668,0.0008520817,0.00003373591,0.0000592291],"category_scores_gemma":[0.00244824,0.00004946511,0.0000163983,0.000597846,0.0000883851,0.0007077815,0.0009862643,0.0008433447,0.00001246241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005698171,"about_ca_system_score_gemma":0.00007086452,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008077588,"about_ca_topic_score_gemma":0.0003565249,"domain_scores_codex":[0.9978394,0.001044337,0.0003322891,0.0001738938,0.0004356376,0.0001744799],"domain_scores_gemma":[0.9989042,0.0004095486,0.0001219825,0.0001397064,0.0003737712,0.00005076761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001372574,0.0005614333,0.5714253,0.002586829,0.00005561817,0.00001454898,0.003776521,0.0004656558,0.00007690371,0.06535511,0.002104102,0.3534407],"study_design_scores_gemma":[0.00085395,0.0001287431,0.8163013,0.003276649,0.000001262719,0.00002165369,0.001232733,0.1531675,0.00003050527,0.005594241,0.01924696,0.0001444249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658533,0.00567545,0.003657129,0.01787979,0.00008567962,0.002044517,0.00002522282,0.00002893855,0.004749989],"genre_scores_gemma":[0.9905655,0.009014416,0.00009444988,0.000115828,0.000009139456,0.00006859849,0.00006342645,0.000002343937,0.00006630659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3532963,"threshold_uncertainty_score":0.9985277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1405004907903729,"score_gpt":0.4287796499304636,"score_spread":0.2882791591400907,"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."}}