{"id":"W3162666598","doi":"10.1109/msec.2021.3076150","title":"Parental Controls: Safer Internet Solutions or New Pitfalls?","year":2021,"lang":"en","type":"article","venue":"IEEE Security & Privacy","topic":"Advanced Malware Detection Techniques","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"SAFER; Internet privacy; Computer security; The Internet; Personally identifiable information; Function (biology); Control (management); Business; Computer science; World Wide Web","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":[],"consensus_categories":[],"category_scores_codex":[0.0001525397,0.0002236556,0.0002692667,0.00009871127,0.0001394074,0.0002380769,0.001081035,0.0001143566,0.0002304205],"category_scores_gemma":[0.0002698961,0.0002158175,0.0001482706,0.0004747133,0.00005936529,0.0009309134,0.0007199476,0.0003515564,0.0001740172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001587738,"about_ca_system_score_gemma":0.0003356828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001410623,"about_ca_topic_score_gemma":0.0002640973,"domain_scores_codex":[0.9981266,0.0001122284,0.000358903,0.0006200349,0.0003133502,0.0004688282],"domain_scores_gemma":[0.9983582,0.0001299103,0.0001204197,0.0009928787,0.0001697187,0.000228872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003534688,0.002063266,0.001182062,0.0001559272,0.0004738265,0.00180627,0.01720669,0.0001255625,0.05868889,0.2291591,0.3380597,0.3507252],"study_design_scores_gemma":[0.001979852,0.0003998685,0.0008678908,0.0001396194,0.00003478711,0.0006491638,0.0001150647,0.009346873,0.3484818,0.1577274,0.47923,0.001027695],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01086289,0.000399381,0.9832968,0.001982257,0.001089824,0.0002450684,0.00001018746,0.001165622,0.0009480124],"genre_scores_gemma":[0.9452681,0.00009513904,0.05144844,0.001083968,0.0002449235,0.00003293607,0.000006876391,0.0000201113,0.00179952],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9344052,"threshold_uncertainty_score":0.8800784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03205020229945124,"score_gpt":0.2880039407328873,"score_spread":0.2559537384334361,"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."}}