{"id":"W7077142640","doi":"10.18420/muc2025-mci-ws05-350","title":"Why do They Need to Know I Spotted a Pothole? Privacy Issues in Canadian Municipal Problem Reporting Websites","year":2025,"lang":"en","type":"article","venue":"Gesellschaft für Informatik (GI)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Information privacy; Privacy policy; Personally identifiable information; Phone; Privacy software; Privacy by Design; Need to know; Privacy protection","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008594302,0.0003095522,0.0004706822,0.003203992,0.01597911,0.006976783,0.002425406,0.001663489,0.005125192],"category_scores_gemma":[0.04868612,0.0005200739,0.0004138809,0.008721491,0.005527637,0.003806374,0.003643679,0.002065937,0.0005618082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05787346,"about_ca_system_score_gemma":0.05796249,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9801089,"about_ca_topic_score_gemma":0.9875616,"domain_scores_codex":[0.9902493,0.002099499,0.0004460511,0.0007078115,0.003918635,0.00257855],"domain_scores_gemma":[0.9572577,0.0148808,0.007075054,0.002338672,0.01382172,0.004626042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002755222,0.000204388,0.4120537,0.000496327,0.00005233284,0.00261571,0.4071289,0.0005902933,0.001394201,0.01489067,0.0529515,0.1073464],"study_design_scores_gemma":[0.00001821941,0.00004519388,0.3473805,0.0005129786,0.00005862723,0.0004299021,0.5375435,0.001502995,0.0008868178,0.001764044,0.1097024,0.0001547839],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9424674,0.0006313029,0.00144313,0.01758597,0.00006444874,0.0001836662,0.001047493,0.0001147126,0.03646193],"genre_scores_gemma":[0.989562,0.0006835554,0.001428548,0.001615466,0.00001368485,0.0000664036,0.0004669896,0.00005186251,0.006111459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05787346,"threshold_uncertainty_score":0.4199033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01134069115289476,"score_gpt":0.2745100537269664,"score_spread":0.2631693625740716,"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."}}