{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01922258,0.0008475605,0.0007074037,0.005179025,0.01133731,0.01299885,0.002204212,0.004671007,0.00309743],"category_scores_gemma":[0.02135267,0.0006553773,0.0007739393,0.002636689,0.06798574,0.04124418,0.0156566,0.01286712,0.0004509502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00773317,"about_ca_system_score_gemma":0.009080102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01255682,"about_ca_topic_score_gemma":0.01785439,"domain_scores_codex":[0.9818369,0.01097672,0.0007879846,0.002130862,0.003514644,0.0007529701],"domain_scores_gemma":[0.9798436,0.01281489,0.001528702,0.002495687,0.002444153,0.0008729644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001144568,0.000007848013,0.0009100734,0.000101945,0.000008938598,0.0001408032,0.06963447,0.0001844533,0.0003070687,0.9094463,0.005488882,0.01375787],"study_design_scores_gemma":[0.000008946286,0.00003727694,0.002467177,0.001075697,0.0000216271,0.0005398587,0.05827915,0.001412025,0.0007392243,0.4589633,0.4764049,0.00005083971],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1011909,0.02969011,0.2139879,0.4668649,0.007076675,0.0002176577,0.0002448696,0.000282834,0.1804443],"genre_scores_gemma":[0.899778,0.01203397,0.05660399,0.01871894,0.001911518,0.0002296583,0.0001704332,0.0003039607,0.01024944],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9886627,"threshold_uncertainty_score":0.1016599,"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."}}