{"id":"W4389484127","doi":"10.24908/ss.v21i4.16872","title":"Review of Monahan’s Crisis Vision: Race and the Cultural Production of Surveillance","year":2023,"lang":"en","type":"article","venue":"Surveillance & Society","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Race (biology); Production (economics); Arms race; Political science; Sociology; Gender studies; Political economy; Economics","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":[0.004359275,0.0001031138,0.0003375272,0.00001450718,0.0003289254,0.00002447132,0.0001598646,0.00007169732,0.00004395244],"category_scores_gemma":[0.001011603,0.00006568219,0.0001995539,0.0008054433,0.0005644037,0.0002102819,0.00003189041,0.00009772505,0.000006248114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004046755,"about_ca_system_score_gemma":0.00008511676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001248031,"about_ca_topic_score_gemma":0.003493743,"domain_scores_codex":[0.998244,0.000549092,0.0003735825,0.000230535,0.0004250219,0.0001777177],"domain_scores_gemma":[0.998625,0.0002173755,0.0002964489,0.000231959,0.0005942095,0.00003504898],"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":[0.00005140172,0.00003780847,0.02129674,0.0016802,0.00006991043,1.1092e-7,0.07702409,0.00001484881,0.0006954773,0.006237989,0.8867961,0.006095388],"study_design_scores_gemma":[0.001306912,0.0001247695,0.1693233,0.001713466,0.00004132662,0.000002755183,0.06709214,0.000502861,0.0009252269,0.002672521,0.7557258,0.0005689772],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8290327,0.1165456,0.0001188013,0.04765594,0.001627821,0.001725216,0.00006277192,0.0002437945,0.002987353],"genre_scores_gemma":[0.6772324,0.321299,0.0000688603,0.0002574163,0.0001903016,0.00002204634,0.00002856728,0.000006072264,0.0008952765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2047534,"threshold_uncertainty_score":0.2678442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01587216573062484,"score_gpt":0.3228463559232688,"score_spread":0.306974190192644,"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."}}