{"id":"W3208330509","doi":"10.2139/ssrn.3947290","title":"Privacy-Centric Digital Advertising: Implications for Research","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Internet privacy; Advertising; Online advertising; Business; Information privacy; Computer science; Consumer privacy; Computer security; World Wide Web; The Internet","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03160016,0.0007449324,0.001376247,0.002531896,0.00373462,0.01744342,0.002593963,0.006411389,0.01903067],"category_scores_gemma":[0.1192618,0.0005425274,0.0008545857,0.00472244,0.01757058,0.02238872,0.003042866,0.007682001,0.001210459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008096789,"about_ca_system_score_gemma":0.01053728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007976124,"about_ca_topic_score_gemma":0.008985874,"domain_scores_codex":[0.9872478,0.007041586,0.0004561675,0.001884126,0.002326145,0.001044249],"domain_scores_gemma":[0.7388319,0.2138623,0.0177491,0.01355977,0.01218134,0.003815525],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002394624,0.0005060725,0.02439857,0.0005006543,0.0001310599,0.0002243326,0.003602881,0.0008339394,0.0002145351,0.9257908,0.005854286,0.03770326],"study_design_scores_gemma":[0.00008514561,0.0001389424,0.02176468,0.001408703,0.0001881004,0.0004794534,0.01476863,0.002608896,0.0009375138,0.9301201,0.02744281,0.00005706122],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1776791,0.04408901,0.02702296,0.4343649,0.001278193,0.0004399261,0.000840644,0.00009731383,0.3141879],"genre_scores_gemma":[0.9583723,0.01592205,0.003784903,0.01603631,0.001320189,0.0001452634,0.0001182256,0.00002741708,0.004273263],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9683998,"threshold_uncertainty_score":0.1671196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05704011152774466,"score_gpt":0.3857756250088167,"score_spread":0.328735513481072,"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."}}