{"id":"W7097048497","doi":"","title":"© The author(s), 2012 | Licensed to the Surveillance Studies Network under a Creative Commons Attribution Non-Commercial No Derivatives license.","year":2016,"lang":"en","type":"article","venue":"","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mobile phone; Phone; Camera phone; Anonymity; Population; Urban planning; Social media","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002949818,0.0001880919,0.0002374446,0.00002827658,0.004318968,0.0001706406,0.0007540086,0.0001122131,0.0001491343],"category_scores_gemma":[0.002366238,0.00008754936,0.00008286158,0.0005847313,0.0007653061,0.0004277283,0.0004940098,0.000178281,0.0004167965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002571647,"about_ca_system_score_gemma":0.000149982,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002944986,"about_ca_topic_score_gemma":0.09662074,"domain_scores_codex":[0.9970984,0.001262211,0.0002747932,0.0003119073,0.0004086991,0.0006439886],"domain_scores_gemma":[0.996649,0.002051888,0.00015158,0.0005311561,0.0004808532,0.0001355071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000288544,0.00008149131,0.006213458,0.000004971514,0.0002104284,8.032638e-7,0.01642466,0.00001095823,0.0001545223,0.1110025,0.8459116,0.01969611],"study_design_scores_gemma":[0.0003533468,0.0001228024,0.1391106,0.0000422936,0.00001628071,4.751938e-7,0.007168402,0.00001694063,0.0001033846,0.01035528,0.8424468,0.0002633793],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06161309,0.002588911,0.1991477,0.6841608,0.005482348,0.003873324,0.0002191059,0.0005557197,0.04235899],"genre_scores_gemma":[0.9878622,0.001142825,0.000211423,0.00151142,0.002163899,0.0001834422,0.0000071859,0.00001464378,0.006902953],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9262491,"threshold_uncertainty_score":0.9969773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06725915837044613,"score_gpt":0.3577105121160765,"score_spread":0.2904513537456304,"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."}}