{"id":"W4416962116","doi":"10.1109/pst65910.2025.11268862","title":"Assessing Privacy Practices on Ontario Municipal Websites","year":2025,"lang":"","type":"article","venue":"","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Algoma University; University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Information privacy; Privacy policy; Personally identifiable information; Government (linguistics); Privacy by Design; Data Protection Act 1998; Information privacy law; Data sharing; FTC Fair Information Practice","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.005200638,0.0002543571,0.0003434429,0.00362804,0.007559659,0.005285564,0.001090022,0.0006668704,0.001853853],"category_scores_gemma":[0.0299445,0.0003148117,0.0003062556,0.01064529,0.002674261,0.002298559,0.002190617,0.0005739237,0.0003078669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05207769,"about_ca_system_score_gemma":0.05204262,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9596286,"about_ca_topic_score_gemma":0.9676344,"domain_scores_codex":[0.9915627,0.001659642,0.0006133775,0.0007022177,0.004342686,0.001119485],"domain_scores_gemma":[0.9634336,0.009100785,0.007397285,0.002533232,0.015425,0.002110121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001572654,0.00009874453,0.856825,0.000229953,0.00004542987,0.0003963726,0.0823008,0.0009844905,0.001051796,0.003239812,0.003470601,0.0511997],"study_design_scores_gemma":[0.00001067246,0.00005682145,0.8867963,0.0001520925,0.00003979508,0.0001311475,0.08727829,0.002458758,0.0007822315,0.0004374585,0.02180475,0.00005167272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891798,0.0001632413,0.0003423055,0.0003861521,0.00000308674,0.0001109465,0.0007547131,0.0000235303,0.009036265],"genre_scores_gemma":[0.9951088,0.0002973584,0.0009367493,0.00006675926,0.000002963734,0.0000727708,0.0006628805,0.000009356292,0.00284229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05207769,"threshold_uncertainty_score":0.3778518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08817695366474548,"score_gpt":0.3983297583266866,"score_spread":0.3101528046619411,"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."}}