{"id":"W3190910000","doi":"","title":"Concerned but Ineffective: User Perceptions, Methods, and Challenges when Sanitizing Old Devices for Disposal.","year":2021,"lang":"en","type":"article","venue":"Symposium On Usable Privacy and Security","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo; University of Guelph","funders":"","keywords":"Perception; Computer science; Waste management; Computer security; Internet privacy; Engineering; Psychology","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0006789069,0.0001881781,0.0002366512,0.00003145788,0.0002846455,0.0001354507,0.0001448579,0.00009401446,0.000134961],"category_scores_gemma":[0.00009997383,0.0001709393,0.00005353635,0.00006289921,0.0001302663,0.000312364,0.0003819435,0.0001368133,0.000009845323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004819348,"about_ca_system_score_gemma":0.000005452666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001490164,"about_ca_topic_score_gemma":0.00008309579,"domain_scores_codex":[0.9986133,0.000249983,0.0001851468,0.0005568623,0.0001409564,0.0002537422],"domain_scores_gemma":[0.9992065,0.000333944,0.00006849122,0.0002799026,0.00001702972,0.00009414613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006297608,0.001560322,0.2391296,0.003777664,0.0004732596,0.00006613218,0.03223868,0.0001280242,0.1939599,0.08718489,0.009751837,0.4310999],"study_design_scores_gemma":[0.003498781,0.001342238,0.2027366,0.0007282628,0.0004008938,0.00006391587,0.007598569,0.008013453,0.0844491,0.1224645,0.5665854,0.002118242],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763731,0.002425838,0.003446151,0.005323332,0.0001347298,0.0007448253,0.0000237846,0.0001816915,0.01134657],"genre_scores_gemma":[0.9618294,0.01077792,0.02561803,0.0006513831,0.00007438588,0.0001185902,0.00001619113,0.00002421905,0.0008898928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5568336,"threshold_uncertainty_score":0.6970702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02776544060515464,"score_gpt":0.3070616584784113,"score_spread":0.2792962178732566,"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."}}