{"id":"W2346185629","doi":"10.1145/2851581.2892508","title":"Privacy-Enhancing of User's Behaviour Toward Privacy Settings in Social Networking Sites","year":2016,"lang":"en","type":"article","venue":"","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Internet privacy; Information privacy; Computer science; Privacy software; Privacy protection; Computer security; World Wide Web","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":[0.001504725,0.0001381919,0.0002445573,0.0001367945,0.000414222,0.00007098472,0.000691675,0.0001867259,0.0002471835],"category_scores_gemma":[0.001000952,0.0001122335,0.00008721701,0.0004422783,0.0001847091,0.0007475748,0.0005261542,0.0001612369,0.00002537111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002002574,"about_ca_system_score_gemma":0.00016044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003623315,"about_ca_topic_score_gemma":0.003364389,"domain_scores_codex":[0.9980742,0.0002514537,0.0004142081,0.0003279193,0.0004244088,0.0005078131],"domain_scores_gemma":[0.9991622,0.000190159,0.0002129609,0.0002516697,0.00009613304,0.00008689658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001320196,0.0004163659,0.7200274,0.0001211602,0.00004756442,0.00001603709,0.1101024,8.439298e-7,0.03917358,0.02696156,0.02002233,0.08297881],"study_design_scores_gemma":[0.005543428,0.0003980448,0.5172061,0.001195346,0.0001441826,0.000007077227,0.02888336,0.00009944401,0.06073272,0.1180697,0.2651919,0.002528775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825376,0.00008566857,0.004258748,0.007536896,0.0003930844,0.0004332354,0.00001158027,0.000181009,0.004562133],"genre_scores_gemma":[0.9972559,0.0001039779,0.001214013,0.0001255825,0.0009408005,0.00001852882,0.000005236473,0.00001485665,0.0003211055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2451695,"threshold_uncertainty_score":0.5477392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03953450508370333,"score_gpt":0.3141002061559364,"score_spread":0.274565701072233,"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."}}