{"id":"W7033534157","doi":"","title":"Responding to Deficiencies in the Architecture of Privacy: Co-Regulation as the Path Forward for Data Protection on Social Networking Sites","year":2022,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Data Protection Act 1998; Negotiation; Information privacy; Big data; Mindset; General Data Protection Regulation; European union; Architecture; Social media","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09607348,0.0006601479,0.001001882,0.002749659,0.01540786,0.03554736,0.005397999,0.02112106,0.003389297],"category_scores_gemma":[0.08985592,0.001288848,0.001841043,0.002802348,0.08807722,0.04478353,0.02153794,0.02846592,0.001086904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01402114,"about_ca_system_score_gemma":0.02857006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01352113,"about_ca_topic_score_gemma":0.008166455,"domain_scores_codex":[0.8790803,0.07705451,0.004163504,0.01020123,0.0226599,0.006840524],"domain_scores_gemma":[0.8838453,0.06668249,0.007717384,0.0237331,0.01341604,0.004605663],"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":[0.000006671771,0.00001420313,0.0003912281,0.00002163254,0.000007205997,0.00005483374,0.002775043,0.0005986175,0.0001014743,0.9893231,0.001611103,0.005094973],"study_design_scores_gemma":[0.00001951775,0.00002924381,0.0003323663,0.0002948261,0.00001517106,0.0001372696,0.002363416,0.00277145,0.0004680691,0.9227686,0.0707516,0.00004839881],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0271071,0.004078365,0.3730787,0.3668455,0.000976989,0.0003599318,0.00006884253,0.0004038729,0.2270807],"genre_scores_gemma":[0.8794693,0.002574601,0.06353537,0.03638325,0.0008837011,0.0006528764,0.00006836541,0.0002571984,0.01617532],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09607348,"threshold_uncertainty_score":0.5080912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08940339275111638,"score_gpt":0.2775857134369673,"score_spread":0.1881823206858509,"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."}}