{"id":"W3004247181","doi":"10.1109/mce.2019.2954762","title":"Privacy and Security by Design","year":2020,"lang":"en","type":"article","venue":"IEEE Consumer Electronics Magazine","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Algonquin College; Telus (Canada)","funders":"","keywords":"Privacy by Design; Cover (algebra); Computer science; Computer security; Special section; Internet privacy; Information privacy; Section (typography); Design elements and principles; Engineering; Software engineering","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":[0.02222515,0.0009799784,0.0009992089,0.003268246,0.002784662,0.01258945,0.001438407,0.006673652,0.007269341],"category_scores_gemma":[0.02968678,0.0006266963,0.001314064,0.003685326,0.02798171,0.01486302,0.005081466,0.007717355,0.002357021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007765936,"about_ca_system_score_gemma":0.009234687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002206773,"about_ca_topic_score_gemma":0.001418511,"domain_scores_codex":[0.9586166,0.02534243,0.002479827,0.00313644,0.009131846,0.001292997],"domain_scores_gemma":[0.9486192,0.03887314,0.00253328,0.005291318,0.003965772,0.0007172311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001247199,0.00001265979,0.0001992258,0.001140045,0.00003745449,0.00007491822,0.001329149,0.0004059124,0.0001661885,0.9334891,0.01252552,0.05060721],"study_design_scores_gemma":[0.00001336527,0.00004643163,0.0002983279,0.002838182,0.00003122225,0.0004115452,0.0009330859,0.0003735438,0.0005116515,0.3803305,0.6141837,0.00002848205],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.004606744,0.4128365,0.1547141,0.1267399,0.006626005,0.0003488465,0.0003156752,0.0003630057,0.2934492],"genre_scores_gemma":[0.3176534,0.4132827,0.09406094,0.08133293,0.007587827,0.001756158,0.0004552958,0.0004702585,0.08340049],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02222515,"threshold_uncertainty_score":0.1175393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02894530805089661,"score_gpt":0.2832808690995305,"score_spread":0.2543355610486339,"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."}}