{"id":"W3138523273","doi":"10.3233/978-1-61499-295-0-89","title":"Personal Data Ecosystem (PDE) – A Privacy by Design Approach to an Individual's Pursuit of Radical Control","year":2013,"lang":"en","type":"book-chapter","venue":"IOS Press eBooks","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Control (management); Internet privacy; Computer science; Environmental economics; Computer security; Environmental science; Economics; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science"],"consensus_categories":[],"category_scores_codex":[0.002737161,0.0005369523,0.0008692854,0.0001906761,0.0004997299,0.0005487904,0.00561364,0.0009297305,0.0002202311],"category_scores_gemma":[0.0005149822,0.0005329627,0.0001491547,0.00002288499,0.0004481151,0.0005494309,0.001632687,0.0007469604,0.00009037727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001551189,"about_ca_system_score_gemma":0.0005158464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003525464,"about_ca_topic_score_gemma":0.000415712,"domain_scores_codex":[0.9947638,0.0006788988,0.0007310818,0.001252081,0.001901867,0.0006722909],"domain_scores_gemma":[0.9962025,0.0002645526,0.0005675303,0.002100368,0.0002139068,0.000651171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007009082,0.0007817926,0.0000146162,0.001008131,0.001616113,0.00001672849,0.0698875,0.000007343969,0.0007950725,0.2361291,0.6015078,0.08753497],"study_design_scores_gemma":[0.0008380677,0.0001605895,0.000005526495,0.0001665621,0.0002390551,0.000008065927,0.0001412109,0.0002873962,0.00005905274,0.00390604,0.9935459,0.000642549],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004271615,0.00219638,0.08515526,0.00045962,0.001048907,0.01255187,0.01716837,0.0005651399,0.8804273],"genre_scores_gemma":[0.286591,0.0005883449,0.04196319,0.002220873,0.009832169,0.00289425,0.01069991,0.0009156798,0.6442946],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3920381,"threshold_uncertainty_score":0.9997665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1476956093743814,"score_gpt":0.3135001725154126,"score_spread":0.1658045631410312,"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."}}