{"id":"W2133110534","doi":"10.2139/ssrn.1729405","title":"Privacy Regulation and Market Structure","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Business; Internet privacy; Information privacy; Computer security; Computer science","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":[0.0003172027,0.00008740882,0.00008361851,0.00008898723,0.0001162681,0.0003228237,0.0001102124,0.00003914919,0.0003111992],"category_scores_gemma":[0.00001862502,0.00007264742,0.00003120622,0.00006326415,0.00001814758,0.003395411,0.00005240677,0.0003311966,0.00002663944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008628935,"about_ca_system_score_gemma":0.00006927009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005348977,"about_ca_topic_score_gemma":0.0002682971,"domain_scores_codex":[0.9990169,5.731888e-7,0.0001407549,0.00009989325,0.00005689566,0.0006849632],"domain_scores_gemma":[0.9997498,0.000003563765,0.000133272,0.00007369406,0.00003008059,0.000009535829],"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":[0.00007035262,0.00001632986,0.01321793,0.00001297278,0.00005011075,0.00000119379,0.0000392421,0.000002861508,0.0000497301,0.930643,0.0006223007,0.055274],"study_design_scores_gemma":[0.0002713794,0.00001528624,0.0240466,0.000006065889,0.00001611654,0.00007062772,0.0004116917,0.0002820474,0.00000805066,0.9693936,0.005365465,0.0001131337],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9561713,0.0001311316,0.0002887049,0.00006464942,0.0001259009,0.00004756757,3.261445e-7,0.00002037963,0.04315],"genre_scores_gemma":[0.9983449,0.00009550435,0.00005547902,0.0001910537,0.0005014213,3.997881e-7,0.000003581278,0.00001312294,0.0007945629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05516087,"threshold_uncertainty_score":0.3407413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009920875303856656,"score_gpt":0.1739883532938926,"score_spread":0.1640674779900359,"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."}}