{"id":"W4223947403","doi":"10.3389/frai.2022.826737","title":"AI Technologies, Privacy, and Security","year":2022,"lang":"en","type":"article","venue":"Frontiers in Artificial Intelligence","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":158,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Internet privacy; Computer security; Computer science","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":[0.009625235,0.0004501978,0.0004845402,0.001241227,0.005530151,0.01079297,0.0008267104,0.006902141,0.004867179],"category_scores_gemma":[0.01290877,0.0003214105,0.00041623,0.001493765,0.03817584,0.01077816,0.004598074,0.005528567,0.0009418941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003674635,"about_ca_system_score_gemma":0.003635624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002772093,"about_ca_topic_score_gemma":0.001591612,"domain_scores_codex":[0.9844706,0.01079173,0.0004986539,0.001044525,0.00237965,0.0008148628],"domain_scores_gemma":[0.9872313,0.008642577,0.001225329,0.001331568,0.0009249332,0.0006442819],"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":[0.0000058723,0.000006632658,0.0002980723,0.00003325818,0.000004206568,0.00004268184,0.00249798,0.0001790706,0.00007154341,0.9898033,0.001708768,0.005348588],"study_design_scores_gemma":[0.00000603226,0.00001674546,0.0005518706,0.0001818905,0.000005731324,0.0002141993,0.002520216,0.0004199369,0.0001712647,0.8996906,0.09620892,0.0000126672],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03589485,0.03353961,0.05803303,0.2123251,0.000812428,0.00007630653,0.0001434622,0.00011328,0.6590619],"genre_scores_gemma":[0.9284881,0.01535478,0.01496118,0.01606517,0.00111091,0.000161718,0.00008548934,0.00005009113,0.02372258],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01079297,"threshold_uncertainty_score":0.05090374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04747704579013054,"score_gpt":0.3525894783222208,"score_spread":0.3051124325320903,"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."}}