{"id":"W2077236469","doi":"10.1177/1206331211430017","title":"Signifying Security","year":2012,"lang":"en","type":"article","venue":"Space and Culture","topic":"Night-time city culture","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Private security; Ethnography; Sign (mathematics); Value (mathematics); Sociology; Public relations; Computer security; Media studies; Internet privacy; Business; Political science; Computer science; Public administration","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002317304,0.00007759046,0.00008235432,0.000009517531,0.0004835676,0.00007063505,0.00008185545,0.0001576848,0.0002953866],"category_scores_gemma":[0.00004488576,0.00005827639,0.00003349775,0.00009637569,0.0001059293,0.0003576484,0.00001841295,0.0001534913,0.0001146052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003211158,"about_ca_system_score_gemma":0.00002322844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003898356,"about_ca_topic_score_gemma":0.0009582551,"domain_scores_codex":[0.9992882,0.00006996102,0.00004574685,0.0001062884,0.0001877369,0.0003020405],"domain_scores_gemma":[0.9996744,0.00001133389,0.00002684296,0.00007187834,0.00002920194,0.0001862773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003903901,0.00003554495,0.01057586,0.00001528192,0.00001655257,0.000001900367,0.3464476,2.1825e-7,0.001872895,0.3499491,0.2903867,0.0006944545],"study_design_scores_gemma":[0.00008329171,0.0000076093,0.001039013,0.000009297748,0.0000130904,0.000002141223,0.02513216,4.894591e-7,0.0005194127,0.003466909,0.9696031,0.0001234768],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1072266,0.00549789,0.00001826744,0.009487113,0.0005675787,0.0002625145,0.000009758024,0.0001921288,0.8767382],"genre_scores_gemma":[0.9809773,0.00019137,0.0002601898,0.0002544225,0.001063837,0.000003821186,0.000003179022,0.000003883099,0.017242],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8737507,"threshold_uncertainty_score":0.371926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01421139041897932,"score_gpt":0.2962822652825519,"score_spread":0.2820708748635725,"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."}}