{"id":"W3125094595","doi":"10.2139/ssrn.3020503","title":"Consumer Privacy Choice in Online Advertising: Who Opts Out and at What Cost to Industry?","year":2017,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Consumer privacy; Advertising; Business; Online advertising; Consumer choice; Internet privacy; Information privacy; Display advertising; Marketing; The Internet; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01494536,0.0002154758,0.0009207337,0.001558531,0.003225112,0.01275153,0.0009777844,0.006449523,0.01429091],"category_scores_gemma":[0.05459812,0.0004332408,0.000970142,0.002562931,0.008631369,0.01287046,0.002066097,0.006807793,0.00115444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004374712,"about_ca_system_score_gemma":0.00483417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01288155,"about_ca_topic_score_gemma":0.01947124,"domain_scores_codex":[0.9883808,0.006737619,0.0003575535,0.0009292763,0.001859949,0.001734802],"domain_scores_gemma":[0.925239,0.05646963,0.007221267,0.002351258,0.004223265,0.004495595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.002928288,0.002455797,0.2916401,0.0004974115,0.0003324483,0.001366818,0.02281412,0.001313289,0.001119992,0.404725,0.04020369,0.2306031],"study_design_scores_gemma":[0.0003684128,0.0003584455,0.1671601,0.00115434,0.0004424535,0.001376908,0.09130619,0.009258645,0.002119601,0.658315,0.06782155,0.0003183702],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6279733,0.007938393,0.00678595,0.2251857,0.0005293107,0.0001234282,0.0004856592,0.00004491544,0.1309334],"genre_scores_gemma":[0.9887277,0.0009258516,0.0006251918,0.005317093,0.0002951018,0.00002108765,0.00004267378,0.00002140191,0.004023938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01494536,"threshold_uncertainty_score":0.07903957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03736177648734802,"score_gpt":0.3531260139104418,"score_spread":0.3157642374230938,"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."}}