{"id":"W4383106210","doi":"10.24908/ss.v21i2.15784","title":"“They’re Just Watching You All the Time”: The Surveillance Web of Prison Needle Exchange","year":2023,"lang":"en","type":"article","venue":"Surveillance & Society","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Prison; Criminology; Public relations; Business; Political science; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003946325,0.0003894608,0.0007050548,0.00004158935,0.0003786725,0.00004878301,0.0006752553,0.0002288298,0.0002253584],"category_scores_gemma":[0.0004615712,0.0002289052,0.000493457,0.001026476,0.0003478627,0.00009228293,0.000332343,0.0007368498,0.0005558492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000136691,"about_ca_system_score_gemma":0.0002641407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000427311,"about_ca_topic_score_gemma":0.0007734993,"domain_scores_codex":[0.9966336,0.0004386638,0.0005836705,0.0005601912,0.0009276328,0.0008562754],"domain_scores_gemma":[0.9968029,0.0011385,0.0003196888,0.001333823,0.0002543018,0.0001507618],"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":[0.0001931663,0.000227882,0.2441282,0.0006833512,0.00070887,0.00002460342,0.1611862,0.000319588,0.01157388,0.0001005985,0.5650116,0.01584207],"study_design_scores_gemma":[0.00312824,0.0003655517,0.4050108,0.0001905067,0.0001169507,0.00003204531,0.1210348,0.01304634,0.0007060099,0.0001883249,0.4552794,0.0009010163],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9624131,0.002081401,0.00003386921,0.02230067,0.0006796183,0.001178491,0.000274464,0.0005805841,0.01045779],"genre_scores_gemma":[0.9871542,0.002756454,0.00009468583,0.001444994,0.0007014991,0.0000660991,0.0001846077,0.0001060528,0.007491408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1608826,"threshold_uncertainty_score":0.9334486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05157927514809608,"score_gpt":0.3302387669784765,"score_spread":0.2786594918303804,"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."}}