{"id":"W4392365192","doi":"10.24908/ss.v22i1.17261","title":"The Pleasures of Surveillance","year":2024,"lang":"en","type":"article","venue":"Surveillance & Society","topic":"Global Security and Public Health","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University; University of Calgary","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Computer security; Computer science; Political science","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":[0.005683724,0.00010677,0.0001834174,0.00001011803,0.0008862905,0.0001984756,0.0004120342,0.0001310086,0.00009731172],"category_scores_gemma":[0.0005051933,0.00007737028,0.0002514181,0.0006990944,0.0006728576,0.0001248834,0.00004543784,0.0002428004,0.00004122974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000134683,"about_ca_system_score_gemma":0.0007326065,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006238538,"about_ca_topic_score_gemma":0.02125748,"domain_scores_codex":[0.9978443,0.0005053612,0.0002688968,0.000239099,0.0006081572,0.0005341676],"domain_scores_gemma":[0.9982771,0.001096464,0.00006735518,0.000243486,0.0001850379,0.0001304998],"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":[0.0000206053,0.00005292392,0.0557903,0.0002215852,0.0001481466,0.000003592952,0.05372884,0.00001458255,0.00004982328,0.4191217,0.4143489,0.05649893],"study_design_scores_gemma":[0.00005887473,0.00001518382,0.02410533,0.00001642104,0.000001177691,5.336277e-7,0.004309061,0.00009120767,0.000005149237,0.003409152,0.9678879,0.0001000431],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4146981,0.1187616,0.0008116694,0.1196104,0.01043822,0.001451903,0.0005224831,0.001577775,0.3321279],"genre_scores_gemma":[0.9883205,0.009948865,0.00005211081,0.0002825186,0.000460059,0.000009153361,0.000006133489,0.00001027788,0.0009103696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5736224,"threshold_uncertainty_score":0.996602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01903012311319435,"score_gpt":0.3215497145292913,"score_spread":0.302519591416097,"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."}}