{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001738876,0.00009894773,0.0001751252,0.0001841314,0.00123079,0.000156637,0.0005233799,0.0001356447,0.0001078871],"category_scores_gemma":[0.001169512,0.000117437,0.00003995682,0.0007044253,0.0008387787,0.0002771073,0.0003250132,0.0007826171,0.000005238741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002589646,"about_ca_system_score_gemma":0.0002364657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002402564,"about_ca_topic_score_gemma":0.001621183,"domain_scores_codex":[0.9983568,0.000257868,0.0002582737,0.0002830279,0.000427814,0.0004162624],"domain_scores_gemma":[0.9995035,0.00009947913,0.00007068225,0.0001767341,0.00007379166,0.00007583601],"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":[0.00004587079,0.0001622467,0.008725074,0.000009152567,0.00001312711,0.00003040273,0.0746596,0.00007394789,0.00003683865,0.7094932,0.01337636,0.1933742],"study_design_scores_gemma":[0.00001366676,0.00004756237,0.00005931456,0.000005461909,0.000003276351,5.145386e-7,0.08444411,0.0006968355,0.0003099608,0.817011,0.09726107,0.0001471946],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4187154,0.009805414,0.05265645,0.4289015,0.01503912,0.002948775,0.0001246747,0.001764908,0.07004371],"genre_scores_gemma":[0.9967686,0.0006749224,0.001421551,0.0008483269,0.0000732089,0.00003338206,0.000001991587,0.000009253804,0.0001687788],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5780531,"threshold_uncertainty_score":0.9466367,"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."}}