{"id":"W4385664345","doi":"10.11648/j.ijls.20230603.18","title":"A Value Assessment of Personal Data: Towards Greater Privacy Consciousness in Africa","year":2023,"lang":"en","type":"article","venue":"","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Safeguarding; Consciousness; Internet privacy; Personally identifiable information; Data Protection Act 1998; The Internet; Big data; Value (mathematics); Digital rights; Political science; Computer security; Business; Public relations; Sociology; Law; Computer science; Psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001833444,0.00007929085,0.0001589828,0.0001563316,0.0001695464,0.00006064702,0.0007973305,0.00008038535,0.0003219597],"category_scores_gemma":[0.0004856514,0.00007041205,0.00003028032,0.000704183,0.0001799102,0.0004870217,0.0008216741,0.0001206374,0.0000367241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009615349,"about_ca_system_score_gemma":0.0004355457,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01233523,"about_ca_topic_score_gemma":0.002278082,"domain_scores_codex":[0.998489,0.0002253473,0.0001977643,0.0003022317,0.0004796524,0.0003060071],"domain_scores_gemma":[0.9993162,0.00007246621,0.00005577459,0.0004328036,0.00005388954,0.00006890313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001384369,0.001163517,0.3271917,0.0004538543,0.0002120851,0.0001576395,0.2889336,0.00002763212,0.001804356,0.1809932,0.1500663,0.04885759],"study_design_scores_gemma":[0.002491091,0.0002226866,0.6312449,0.0001408299,0.00006316055,0.000004519465,0.0475882,0.02203368,0.0004982036,0.03910612,0.2557392,0.000867393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8504583,0.00008978015,0.003015731,0.01238859,0.001097113,0.001128167,0.000406384,0.0004476801,0.1309683],"genre_scores_gemma":[0.998179,0.00008505407,0.0008815224,0.00004499873,0.0001153387,0.0000226616,0.00006616418,0.000006118547,0.0005990984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3040532,"threshold_uncertainty_score":0.9942417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1096968199824517,"score_gpt":0.378122316423409,"score_spread":0.2684254964409573,"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."}}