{"id":"W3000407777","doi":"10.24908/ss.v17i3/4.13496","title":"Review of Hintz, Dencik, and Wahl-Jorgensen's Digital Citizenship in a Datafied Society","year":2019,"lang":"en","type":"article","venue":"Surveillance & Society","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Citizenship; Philosophy; Political science; Sociology; Law; Politics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002351239,0.0007726917,0.001832445,0.005731662,0.0009778524,0.003220821,0.001120336,0.002259801,0.007030752],"category_scores_gemma":[0.01092254,0.0004345013,0.0006850015,0.009073214,0.001845652,0.004157484,0.001619664,0.002676025,0.002505351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003189286,"about_ca_system_score_gemma":0.008813154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008306393,"about_ca_topic_score_gemma":0.01448959,"domain_scores_codex":[0.9984912,0.0004987982,0.0002485588,0.0002069592,0.00046657,0.00008787533],"domain_scores_gemma":[0.993462,0.004224738,0.0005360888,0.0001512938,0.001387741,0.0002380731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009763362,0.00005881947,0.0003989183,0.09877422,0.000217595,0.0002511168,0.00187664,0.0002513179,0.000298644,0.03599221,0.3406379,0.521145],"study_design_scores_gemma":[0.000005204429,0.00001880003,0.0006869106,0.03875739,0.00007731128,0.0001810786,0.0002979619,0.0000130505,0.00003688376,0.002125463,0.9577877,0.00001227765],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005663872,0.9947301,0.00007580674,0.00257631,0.0005982806,0.00000707298,0.00003958551,0.000003406285,0.001912754],"genre_scores_gemma":[0.001043335,0.9945759,0.0001339493,0.003015325,0.0004778885,0.00001713644,0.00005645377,0.000006383847,0.0006736587],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008306393,"threshold_uncertainty_score":0.02352023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02397904940378208,"score_gpt":0.3054478813044554,"score_spread":0.2814688319006733,"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."}}