{"id":"W2146801273","doi":"10.2139/ssrn.1600259","title":"Privacy Regulation and Online Advertising","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":87,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Internet privacy; Online advertising; Advertising; Business; Consumer privacy; Information privacy; Computer science; The Internet; 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":[0.001937577,0.00007188869,0.00008019109,0.00007815276,0.0008523938,0.0001216282,0.0002519001,0.0001016092,0.00004835026],"category_scores_gemma":[0.0007042616,0.00006907531,0.00003281602,0.0001428129,0.0001095742,0.0006250871,0.00007040737,0.001486329,0.000007400833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002460518,"about_ca_system_score_gemma":0.001046023,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009275963,"about_ca_topic_score_gemma":0.02454287,"domain_scores_codex":[0.9983857,0.0001043468,0.0001521213,0.0001372481,0.0002465182,0.0009740564],"domain_scores_gemma":[0.9995567,0.00003173488,0.000103516,0.0001402298,0.00007175351,0.0000960576],"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":[0.00005800874,0.0001142456,0.007275986,0.000006134904,0.00004337447,0.000001783569,0.004323958,0.000001423115,0.01100404,0.5745625,0.000274764,0.4023337],"study_design_scores_gemma":[0.0004270664,0.00008612763,0.01430428,0.00001160117,0.00001824116,0.0001321338,0.002426058,0.0001155035,0.0001355817,0.9317642,0.05043056,0.0001486376],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859614,0.0007746924,0.006125388,0.005303609,0.0004980491,0.00013002,0.000002189146,0.00005626086,0.00114838],"genre_scores_gemma":[0.9950415,0.002781497,0.0005454063,0.0000548164,0.00111563,0.00000110624,0.00000583343,0.000008382434,0.0004457962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4021851,"threshold_uncertainty_score":0.9932567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01214090992682943,"score_gpt":0.2916957508843614,"score_spread":0.279554840957532,"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."}}