{"id":"W4220802986","doi":"10.24908/ss.v20i1.13958","title":"Developing Privacy Extensions: Is it Advocacy through the Web Browser?","year":2022,"lang":"en","type":"article","venue":"Surveillance & Society","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"Brock University","keywords":"Internet privacy; Privacy policy; Privacy software; Computer science; Encryption; Privacy by Design; World Wide Web; Information privacy; Privacy laws of the United States; Computer security; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002424353,0.0001762864,0.0002125452,0.00001468245,0.005210597,0.0001527243,0.001262405,0.00009595355,0.001143049],"category_scores_gemma":[0.0008193618,0.0001512629,0.0002503633,0.0009756145,0.0003498637,0.0004156981,0.001238962,0.0005371863,0.00007652312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005090855,"about_ca_system_score_gemma":0.001019899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004662617,"about_ca_topic_score_gemma":0.001757825,"domain_scores_codex":[0.9971012,0.0007103133,0.0003002076,0.0004696571,0.0008432464,0.0005753419],"domain_scores_gemma":[0.9985356,0.0003303667,0.0001834636,0.0007170002,0.0001645389,0.00006901755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002781144,0.00009022215,0.01030161,0.00003066498,0.00007883672,0.000004714618,0.2801878,0.00001544825,0.0002180229,0.01144373,0.692965,0.004636044],"study_design_scores_gemma":[0.0002706178,0.00002018883,0.004578297,0.000007147505,0.000005275304,0.000006213235,0.08159058,0.00008573861,0.00002878294,0.009761135,0.9034013,0.0002447487],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5541831,0.009815968,0.007068605,0.389321,0.005815563,0.003063333,0.0004245353,0.001044601,0.02926339],"genre_scores_gemma":[0.9743897,0.006601939,0.002546739,0.01421146,0.000645833,0.0001905925,0.00004611379,0.00002738335,0.001340173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4202067,"threshold_uncertainty_score":0.99977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05922065257719449,"score_gpt":0.3358712370764192,"score_spread":0.2766505844992247,"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."}}