{"id":"W4407219642","doi":"10.5210/spir.v2024i0.13948","title":"BIG TECH SOVEREIGNTY: PLATFORMS AND DISCOURSE OF SOVEREIGNTY-AS-A-SERVICE","year":2025,"lang":"en","type":"article","venue":"AoIR Selected Papers of Internet Research","topic":"Cybersecurity and Cyber Warfare Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Sovereignty; Political science; Service (business); Business; Law; Marketing; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001252446,0.0001617668,0.0003619589,0.0003850757,0.000355635,0.00005760414,0.0006250635,0.0002087185,0.0005803641],"category_scores_gemma":[0.001275117,0.0001425775,0.00007561825,0.002144579,0.001410011,0.0001488909,0.0004153757,0.0005570036,0.00001483781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001158993,"about_ca_system_score_gemma":0.0007451923,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0270554,"about_ca_topic_score_gemma":0.02925852,"domain_scores_codex":[0.9975556,0.0001862935,0.0003551889,0.0003706462,0.000924615,0.0006076355],"domain_scores_gemma":[0.9975898,0.0008122227,0.00009969508,0.000266543,0.001114726,0.0001169838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004235255,0.0002706864,0.01010715,0.0002771804,0.0004287369,0.000008501535,0.03775896,0.000001050572,0.003496871,0.921606,0.003884331,0.02173701],"study_design_scores_gemma":[0.004506761,0.00175504,0.04074373,0.002600645,0.0001960888,0.00001010309,0.5027584,0.000134941,0.07019117,0.3179066,0.05796765,0.001228823],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5986564,0.0007701972,0.000003281645,0.001316661,0.00008244051,0.0003203047,0.00001465901,0.00003599347,0.3988],"genre_scores_gemma":[0.993653,0.0009007251,0.00004445556,0.0001284449,0.00006279314,0.00002692719,0.000008129379,0.0000117013,0.005163833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6036994,"threshold_uncertainty_score":0.988455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03410968808330646,"score_gpt":0.3734675488518796,"score_spread":0.3393578607685732,"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."}}