{"id":"W4417350238","doi":"10.24908/ss.v23i4.20065","title":"Revisiting the “Surveillant Assemblage”","year":2025,"lang":"en","type":"article","venue":"Surveillance & Society","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Closing (real estate); Quarter (Canadian coin); Assemblage (archaeology); Psychological intervention; Social theory","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":[0.00477786,0.0001395091,0.0002017578,0.00001926817,0.001924925,0.0002474076,0.0007578012,0.0001484443,0.0001166727],"category_scores_gemma":[0.001635485,0.0001088919,0.0002340408,0.0007440168,0.0003191615,0.0001856777,0.0003117249,0.0003242115,0.00005104874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001952014,"about_ca_system_score_gemma":0.0002631518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004413941,"about_ca_topic_score_gemma":0.003057021,"domain_scores_codex":[0.9978955,0.0006618027,0.0002520107,0.0003398343,0.0003883357,0.0004625539],"domain_scores_gemma":[0.9985457,0.0005402587,0.0001195089,0.000566036,0.0001659176,0.00006255857],"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":[0.00005138158,0.00009121908,0.3138615,0.0002338556,0.0002976118,0.000007963121,0.05017424,0.00001993445,0.00117761,0.0850002,0.3867638,0.1623207],"study_design_scores_gemma":[0.0002771264,0.0000078608,0.08176801,0.00004229721,0.000008489449,0.000001509282,0.01513934,0.0002047514,0.00006561236,0.005386279,0.896853,0.0002456924],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3930121,0.01365759,0.01979086,0.134909,0.006325511,0.002502888,0.0001812858,0.001591319,0.4280294],"genre_scores_gemma":[0.9931151,0.002550028,0.0002271991,0.001306911,0.001055111,0.00003249092,0.00001962229,0.000009868471,0.001683647],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.600103,"threshold_uncertainty_score":0.9993744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02044979877847529,"score_gpt":0.3122321420405625,"score_spread":0.2917823432620872,"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."}}