{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007234363,0.0007799757,0.0003613266,0.001246748,0.001648462,0.006126131,0.00140542,0.00231428,0.007902131],"category_scores_gemma":[0.02607106,0.0004183729,0.0004050651,0.0008268236,0.003371805,0.01949743,0.00215665,0.004110109,0.001748603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001263216,"about_ca_system_score_gemma":0.001370969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001703101,"about_ca_topic_score_gemma":0.002718193,"domain_scores_codex":[0.9943224,0.002146646,0.0001766439,0.000399589,0.002346749,0.0006080324],"domain_scores_gemma":[0.984246,0.005875978,0.002335574,0.00378025,0.002849486,0.0009127242],"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":[0.0003107243,0.0002926261,0.03544502,0.0006852957,0.0001114551,0.001645839,0.008337197,0.002229642,0.003780288,0.3415687,0.06657067,0.5390225],"study_design_scores_gemma":[0.0001215805,0.0008391473,0.01680675,0.003497503,0.0003391573,0.00753419,0.02678393,0.0199434,0.01715745,0.3173329,0.5893654,0.0002787047],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.3414625,0.03954479,0.1820472,0.2302518,0.00306829,0.00051009,0.0007980987,0.002953679,0.1993635],"genre_scores_gemma":[0.9307174,0.01010104,0.03445957,0.01016173,0.0007206498,0.0001048205,0.0002013663,0.0003899134,0.01314348],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.007902131,"threshold_uncertainty_score":0.03825945,"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."}}