{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.01135886,0.0003558607,0.0008684178,0.001590291,0.005357718,0.01249384,0.0006423475,0.008972635,0.01038039],"category_scores_gemma":[0.02780765,0.0004139518,0.0006369274,0.002095289,0.02779563,0.01358712,0.005427829,0.01111724,0.001659973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003040251,"about_ca_system_score_gemma":0.004219984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003121959,"about_ca_topic_score_gemma":0.003020901,"domain_scores_codex":[0.9910207,0.005055055,0.0004519997,0.001253896,0.001762178,0.0004561569],"domain_scores_gemma":[0.9785975,0.01527791,0.001044441,0.003271476,0.001156082,0.000652634],"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":[0.000006741423,0.000007952282,0.0002497521,0.00001713005,0.000004878976,0.0000187476,0.000501474,0.00005655802,0.00003197497,0.9882634,0.005123249,0.005718124],"study_design_scores_gemma":[0.000007749822,0.00001213201,0.0003090841,0.0001211944,0.000007844525,0.00007105972,0.0006162393,0.0002269762,0.0001121339,0.9231223,0.07538356,0.000009683684],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01945591,0.05206675,0.0286913,0.3771082,0.002622181,0.00006310802,0.0003132873,0.00008883901,0.5195904],"genre_scores_gemma":[0.858003,0.02804949,0.009352902,0.0455653,0.005142514,0.00023227,0.0001769644,0.0001293419,0.05334812],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9993576,"threshold_uncertainty_score":0.06007212,"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."}}