{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001435826,0.0003920931,0.0004274342,0.0009090725,0.001808293,0.006077577,0.0004992944,0.0009120278,0.4851163],"category_scores_gemma":[0.00546902,0.0003683345,0.0002237814,0.001491089,0.001043306,0.003195044,0.002359171,0.001084441,0.2604484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001443151,"about_ca_system_score_gemma":0.001991259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006190126,"about_ca_topic_score_gemma":0.01480808,"domain_scores_codex":[0.99922,0.0001802897,0.0000648589,0.0001845573,0.0002262002,0.0001239496],"domain_scores_gemma":[0.997591,0.0006445582,0.0001002677,0.0005754535,0.0007709303,0.0003177565],"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":[0.0001359011,0.00006749667,0.003756385,0.0003319579,0.000007725041,0.0001600573,0.003559861,0.0000436,0.0004718312,0.02442739,0.8556485,0.1113893],"study_design_scores_gemma":[0.000005750645,0.00001625455,0.003084695,0.0004398247,0.000002345845,0.00008400653,0.001980401,0.00003837489,0.0001921433,0.0005181935,0.9936317,0.000006416067],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01064171,0.004349106,0.0007415493,0.007355849,0.005710046,0.0001080058,0.0117978,0.0004714815,0.9588244],"genre_scores_gemma":[0.03595888,0.003259582,0.0004821465,0.0007308077,0.0002746458,0.0001108859,0.002543523,0.0002836368,0.9563559],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5148837,"threshold_uncertainty_score":0.7344191,"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."}}