{"id":"W4313321580","doi":"10.24908/ss.v20i4.16067","title":"Reflections on Forty Years of “Surveillance Studies”","year":2022,"lang":"en","type":"article","venue":"Surveillance & Society","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Key (lock); Political science; Sociology; Public relations; Media studies; Computer science; Computer security","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001897703,0.00008900453,0.0002109787,0.00003039803,0.0009416179,0.00001644394,0.0002511682,0.00003619921,0.0005404587],"category_scores_gemma":[0.0001248748,0.0001003186,0.0002281298,0.00061867,0.0002650536,0.00005303064,0.0001410868,0.0001874374,0.00002534037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004110716,"about_ca_system_score_gemma":0.0000931404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00073063,"about_ca_topic_score_gemma":0.003093741,"domain_scores_codex":[0.9982464,0.0003735218,0.0002164747,0.0002642215,0.0006113615,0.0002880574],"domain_scores_gemma":[0.9992796,0.0001655973,0.000138901,0.0002596032,0.0001010872,0.00005519576],"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":[0.00009048298,0.0005077862,0.03671481,0.00005920399,0.0004228087,0.000005632797,0.2449513,0.002660737,0.0004281368,0.04222584,0.6356128,0.03632044],"study_design_scores_gemma":[0.0002566277,0.00008618718,0.06143276,0.000002944935,0.000002950864,2.203624e-7,0.06728727,0.00001412831,0.000003118423,0.0007917329,0.8699831,0.0001389361],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8022681,0.001338123,0.0003399491,0.00799106,0.004148531,0.001128282,0.000185145,0.0005523541,0.1820485],"genre_scores_gemma":[0.99103,0.00327579,0.0002558669,0.001027007,0.0001516062,0.0000777786,0.00000993466,0.0000124263,0.004159641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2343703,"threshold_uncertainty_score":0.7242259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08195294137131925,"score_gpt":0.4162479495505912,"score_spread":0.3342950081792719,"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."}}