{"id":"W7133019339","doi":"","title":"Targeting, Advertising and Privacy","year":2023,"lang":"","type":"dissertation","venue":"TSpace","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"University of Toronto","keywords":"Consumer privacy; Product (mathematics); Competition (biology); Personally identifiable information; Information privacy; Targeted advertising; Consumption (sociology); Preference; Market power","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00238387,0.0004577879,0.0005267787,0.0006920525,0.001850114,0.007038969,0.0006430369,0.005579362,0.009712158],"category_scores_gemma":[0.006391866,0.0003789295,0.0006789562,0.001104888,0.007884257,0.005517321,0.001999161,0.003163186,0.00126631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002874338,"about_ca_system_score_gemma":0.001792821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002869907,"about_ca_topic_score_gemma":0.001814465,"domain_scores_codex":[0.9971315,0.001050445,0.0001067304,0.0005894801,0.0006913105,0.0004305432],"domain_scores_gemma":[0.994535,0.003218073,0.0008952409,0.0008057026,0.0003720108,0.0001740129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003056174,0.00005327827,0.001137665,0.0001003109,0.00001584724,0.0001092147,0.0006573341,0.001434893,0.0004613619,0.9673015,0.003480059,0.02521799],"study_design_scores_gemma":[0.00001781395,0.00007381233,0.002556124,0.0002258446,0.00002774697,0.0005575982,0.0006003519,0.003215048,0.0008357889,0.8964695,0.09538984,0.00003052539],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0884228,0.0355938,0.07038876,0.07063631,0.0005318366,0.0001515308,0.0003135022,0.0002131562,0.7337482],"genre_scores_gemma":[0.9150455,0.01429258,0.007242096,0.009070309,0.0006849485,0.00009060076,0.0000914706,0.00006349987,0.05341906],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009712158,"threshold_uncertainty_score":0.03249043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02188743700113979,"score_gpt":0.3079586633334729,"score_spread":0.2860712263323331,"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."}}