{"id":"W4280607892","doi":"10.1111/tgis.12924","title":"PrivyTo: A privacy‐preserving location‐sharing platform","year":2022,"lang":"en","type":"article","venue":"Transactions in GIS","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Fonds de Recherche du Québec-Société et Culture; Canadian Internet Registration Authority","keywords":"Computer science; Internet privacy; Encryption; Relation (database); Computer security; Set (abstract data type); Control (management); Information sharing; Data sharing; World Wide Web; Access control; Data mining","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":[0.0009197717,0.00008521459,0.0001049735,0.0002195774,0.001721456,0.0000816417,0.000807725,0.00005720905,0.003544891],"category_scores_gemma":[0.0001476535,0.0001080118,0.00004874815,0.00109648,0.00007390957,0.0007351846,0.0001175712,0.0004303426,0.0000282768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005185625,"about_ca_system_score_gemma":0.0001912462,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01422414,"about_ca_topic_score_gemma":0.00938634,"domain_scores_codex":[0.998691,0.0001000498,0.0002234289,0.0002749227,0.0004077401,0.0003028409],"domain_scores_gemma":[0.9993498,0.00006602231,0.00005640251,0.0004165945,0.00004111916,0.0000700563],"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":[0.0004786282,0.003090997,0.02442657,0.0003948386,0.0002270869,0.00006870178,0.5733171,0.04370565,0.001842058,0.08443257,0.005782302,0.2622335],"study_design_scores_gemma":[0.001522098,0.0001325186,0.009953879,0.00006300041,0.00004978016,0.00001999541,0.03306869,0.01049948,0.0006208061,0.05784145,0.885479,0.0007493449],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6082665,0.0009556279,0.2972305,0.01556306,0.003621194,0.002797487,0.0001544829,0.001216748,0.07019446],"genre_scores_gemma":[0.9972627,0.00008938821,0.000840195,0.00008419899,0.00008878863,0.0002731431,0.00001480016,0.00001244539,0.001334336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8796967,"threshold_uncertainty_score":0.9995782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05165576520857049,"score_gpt":0.3164535542070645,"score_spread":0.264797788998494,"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."}}