{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002002774,0.0001454905,0.0002071145,0.0001274813,0.001762823,0.0007902898,0.0008691185,0.0002552897,0.00004055001],"category_scores_gemma":[0.002356911,0.0001437963,0.000041637,0.00009950054,0.0002012109,0.001965318,0.0004721793,0.002163534,0.00002862737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0014852,"about_ca_system_score_gemma":0.001340149,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004317218,"about_ca_topic_score_gemma":0.2119969,"domain_scores_codex":[0.997246,0.0001896283,0.0002536929,0.0002842158,0.0003563669,0.001670093],"domain_scores_gemma":[0.9989609,0.00006815982,0.0002194332,0.0003936627,0.00008629428,0.0002715479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003145414,0.0003515197,0.3751012,0.00002058848,0.0001422153,0.00002995031,0.01764676,0.00000666954,0.0006413079,0.01659956,0.00237954,0.5867661],"study_design_scores_gemma":[0.004824159,0.0005355604,0.2563862,0.0006725679,0.00008142682,0.0002352271,0.02259525,0.00009007737,0.0003857346,0.1171475,0.5959514,0.00109492],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783266,0.003518119,0.0002156106,0.01628024,0.0005582813,0.0004067149,0.000007876214,0.00002364034,0.0006628985],"genre_scores_gemma":[0.9798015,0.01720447,0.00005481972,0.0003216809,0.000633285,0.000007952467,0.000004620229,0.00001506302,0.001956642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5935718,"threshold_uncertainty_score":0.9995368,"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."}}