{"id":"W3038421586","doi":"10.29173/irie379","title":"Privacy and Ethics Are Fundamental to Tech Development","year":2020,"lang":"en","type":"article","venue":"The International Review of Information Ethics","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Information privacy; Accountability; Presentation (obstetrics); Information ethics; Personally identifiable information; Public relations; Internet privacy; FTC Fair Information Practice; Business; Political science; Confidentiality; Right to privacy; Privacy by Design; Information privacy law; Law; Computer science; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003661263,0.0000684524,0.0001083853,0.00004195725,0.0003701378,0.00008719008,0.0006645192,0.00009826475,0.000112896],"category_scores_gemma":[0.01834931,0.0000531705,0.00002943723,0.0001986958,0.0001148115,0.0007143838,0.0004022189,0.0005815125,0.0001073528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009587248,"about_ca_system_score_gemma":0.0004304323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001294952,"about_ca_topic_score_gemma":0.00008592875,"domain_scores_codex":[0.9983109,0.0001517176,0.0004089383,0.00007262149,0.0009651372,0.00009070165],"domain_scores_gemma":[0.9986516,0.0003389171,0.000288478,0.0001200128,0.0005172956,0.0000837214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008247395,0.0000551607,0.001017501,0.007172333,0.0001090092,6.915423e-7,0.5385553,0.00001262036,0.0000825141,0.2977432,0.03238438,0.1227848],"study_design_scores_gemma":[0.00008373275,0.00001628604,0.001042984,0.001260517,0.000006574543,0.000001191056,0.003693293,0.00004160264,0.0002259039,0.001462189,0.9920894,0.00007634367],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007701245,0.002467919,0.01915113,0.9552989,0.0005301301,0.001209775,0.0000683763,0.00008516353,0.01348736],"genre_scores_gemma":[0.6946373,0.07475834,0.01017205,0.2196515,0.0004029484,0.0001093936,0.0001636719,0.00001135064,0.00009344223],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.959705,"threshold_uncertainty_score":0.9899195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1168803346732879,"score_gpt":0.3949136229848081,"score_spread":0.2780332883115202,"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."}}