{"id":"W2897635146","doi":"10.2139/ssrn.3255581","title":"Open Data and Privacy","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Internet privacy; Information privacy; Computer security; Computer science; Business","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.005331493,0.00007367971,0.00009862829,0.00005042171,0.001334962,0.0005161546,0.003063382,0.00006514651,0.0001070958],"category_scores_gemma":[0.0009116145,0.00006702323,0.00001441322,0.0001686761,0.000243452,0.001632031,0.002190228,0.000749388,0.00006005165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003013207,"about_ca_system_score_gemma":0.002549761,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003406014,"about_ca_topic_score_gemma":0.02720674,"domain_scores_codex":[0.9978992,0.0002019694,0.0001440396,0.0002472085,0.0002379476,0.001269689],"domain_scores_gemma":[0.9991894,0.00003064726,0.0001002593,0.0004872082,0.00007745378,0.0001149982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001178902,0.0001036089,0.00399979,0.000004388728,0.0001120359,0.000003095983,0.006942815,2.815879e-8,0.0001635545,0.6553349,0.01305787,0.3201601],"study_design_scores_gemma":[0.00033706,0.0001596105,0.0004447734,0.000007901697,0.00001404118,0.00006347841,0.003624858,0.0000296762,0.00001974327,0.589514,0.4056838,0.0001010763],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6955436,0.01508208,0.06178081,0.07925837,0.003610664,0.002409354,0.0001080563,0.0003339503,0.1418732],"genre_scores_gemma":[0.9884226,0.008082586,0.0003982545,0.0001822432,0.001735377,0.000002344691,0.00001067013,0.000009577988,0.001156359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3926259,"threshold_uncertainty_score":0.9999652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04877464331421537,"score_gpt":0.3580463463643238,"score_spread":0.3092717030501084,"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."}}