{"id":"W3042586380","doi":"10.4000/communication.11962","title":"David LYON (2018), The Culture of Surveillance","year":2020,"lang":"en","type":"article","venue":"Communication","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002849231,0.00003153362,0.00006892098,0.000003261004,0.000473715,0.00001627142,0.0004442585,0.00003346925,0.00004160363],"category_scores_gemma":[0.0003483387,0.00002269447,0.00003005053,0.0001710163,0.0002655575,0.00004615487,0.00007646237,0.00007919113,0.00001449303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002914544,"about_ca_system_score_gemma":0.00002629887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001771363,"about_ca_topic_score_gemma":0.001396201,"domain_scores_codex":[0.9994185,0.0002531508,0.00008503566,0.00004733946,0.0001281163,0.00006783628],"domain_scores_gemma":[0.9995149,0.0001148053,0.00006925857,0.0002033251,0.00007264579,0.00002502631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007310018,0.00002290568,0.008739506,0.00001139731,0.00002673182,7.671539e-8,0.5155324,0.000003613088,0.0002172238,0.05812923,0.4029301,0.01437954],"study_design_scores_gemma":[0.00007092318,0.00001439069,0.01286573,0.000006710787,0.000004187986,1.535202e-8,0.01662415,0.00001975137,0.00005454079,0.002891427,0.9673992,0.00004893309],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02236628,0.1207788,0.0002587731,0.1410029,0.0003208019,0.0005804315,0.00001695869,0.000177636,0.7144974],"genre_scores_gemma":[0.9910873,0.007742039,0.0001228105,0.000472048,0.0001103474,0.000005688097,0.000004721195,0.000002181254,0.0004528481],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.968721,"threshold_uncertainty_score":0.3643481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0806901107365839,"score_gpt":0.2948022124398451,"score_spread":0.2141121017032612,"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."}}