{"id":"W1513216044","doi":"","title":"IPO 2.0: The Panopticon Goes Public","year":2013,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Panopticon; Initial public offering; Biopower; Sociology; Media studies; Posthumanism; Internet privacy; Public relations; Political science; Business; Aesthetics; Art; Computer science; Politics; Anthropology; Law","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":["sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00320314,0.000230639,0.0004256161,0.0003854348,0.001550392,0.005773863,0.006370044,0.0001604617,0.02521599],"category_scores_gemma":[0.002707708,0.0001671765,0.0001655113,0.001158882,0.0005334276,0.00781763,0.001828152,0.0005146671,0.0002301083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001415008,"about_ca_system_score_gemma":0.0002933046,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0300371,"about_ca_topic_score_gemma":0.001989382,"domain_scores_codex":[0.9965179,0.0009108319,0.0006130604,0.0003757827,0.0009945205,0.0005879074],"domain_scores_gemma":[0.9972345,0.0005039152,0.0006489163,0.0007614784,0.0004989051,0.0003523196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00005964539,0.0005074114,0.2968216,0.00006579141,0.0002711787,0.00001071608,0.004807109,0.000007098964,0.02221108,0.008978396,0.5267103,0.1395497],"study_design_scores_gemma":[0.0003728185,0.00001232287,0.4464146,0.0001145961,0.0000575565,0.000005256667,0.002232881,0.00005212966,0.003365917,0.1251386,0.4217426,0.0004907235],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8826782,0.01662637,0.0005259636,0.02122222,0.002315136,0.002134749,0.00004906222,0.000172112,0.07427617],"genre_scores_gemma":[0.9845788,0.01312754,0.000114369,0.0006849783,0.0006472285,0.0001296376,0.000009004783,0.00002729441,0.0006810927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.149593,"threshold_uncertainty_score":0.9997495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3020773729532157,"score_gpt":0.5416689829750583,"score_spread":0.2395916100218426,"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."}}