{"id":"W3046135651","doi":"10.3386/w22203","title":"Image Versus Information: Changing Societal Norms and Optimal Privacy","year":2016,"lang":"en","type":"preprint","venue":"National Bureau of Economic Research","topic":"Experimental Behavioral Economics Studies","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institute for Advanced Research","keywords":"Internet privacy; Computer science; Image (mathematics); Computer security; Political science; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002915436,0.0001516713,0.0002775316,0.0004810492,0.0007026189,0.0002266487,0.0005193113,0.000262946,0.0003083167],"category_scores_gemma":[0.00037552,0.0001581174,0.0001168064,0.00008161701,0.001375185,0.0009485562,0.001393482,0.0004047503,0.0001812649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00201006,"about_ca_system_score_gemma":0.001313874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001125223,"about_ca_topic_score_gemma":0.0001189896,"domain_scores_codex":[0.9981039,0.0001304382,0.0004181177,0.0002944585,0.0005691011,0.0004839585],"domain_scores_gemma":[0.9984024,0.0005182319,0.0002276657,0.000171965,0.0005471847,0.0001325821],"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":[0.000124773,0.00003830048,0.0005184387,0.00005719603,0.0001399848,6.711979e-7,0.02504386,0.00002857157,0.00009532236,0.967499,0.004812384,0.001641488],"study_design_scores_gemma":[0.007190313,0.0004544179,0.001389555,0.000471981,0.00006686045,0.00000334145,0.07554838,0.001480854,0.001970211,0.8068427,0.1025243,0.002057117],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2636034,0.0003732548,0.00001894794,0.008207138,0.001168297,0.0009923964,0.000177036,0.00004572673,0.7254138],"genre_scores_gemma":[0.9947071,0.001287771,0.001735663,0.00002399751,0.0007836529,0.0001661874,0.0001053189,0.00001636317,0.00117392],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7311037,"threshold_uncertainty_score":0.6447839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2895510375317426,"score_gpt":0.5334361439577245,"score_spread":0.2438851064259819,"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."}}