{"id":"W4396853406","doi":"10.1109/fnwf58287.2023.10520409","title":"INGR Roadmap Security and Privacy Chapter","year":2023,"lang":"en","type":"article","venue":"","topic":"Cryptography and Data Security","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Rogers Communications (Canada); Brock University; Shared Services Canada","funders":"","keywords":"Computer science; Internet privacy; Computer security; Information privacy","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":[0.0001948383,0.00007227832,0.0000722902,0.0001101126,0.00009268844,0.0001383013,0.0003948922,0.00003215918,0.00004370168],"category_scores_gemma":[0.00001903247,0.00006182639,0.00002994689,0.0004017409,0.00003633487,0.0005199148,0.0006398715,0.0000724257,0.0001291759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002227587,"about_ca_system_score_gemma":0.000006578114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000380647,"about_ca_topic_score_gemma":0.00001547351,"domain_scores_codex":[0.9993242,0.0000130956,0.00008934421,0.0002713376,0.0001251095,0.0001769238],"domain_scores_gemma":[0.9994263,0.00003965538,0.00001849881,0.0004128896,0.00001819274,0.0000844674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001198412,0.00001276426,0.002585955,0.000007355722,0.000004800547,0.0000103056,0.001698296,2.041118e-7,0.00007514741,0.9812796,0.002284296,0.01204013],"study_design_scores_gemma":[0.0005995272,0.0001029007,0.07275756,0.00001895171,0.000005408957,0.00003225149,0.0001597175,0.03429151,0.001644002,0.6887802,0.2010901,0.0005179069],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8183596,0.0001925825,0.1495967,0.004987532,0.0004759713,0.0002285508,0.00001534682,0.001769628,0.02437402],"genre_scores_gemma":[0.9931422,0.00007586309,0.006360052,0.0003596219,0.00002978179,0.000003484142,0.000004248859,0.000002896495,0.00002187811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2924994,"threshold_uncertainty_score":0.2521207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01571459001383894,"score_gpt":0.2416856360010844,"score_spread":0.2259710459872454,"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."}}