{"id":"W4407864905","doi":"10.21810/jicw.v7i3.6868","title":"PROTECTING DIGITAL DEMOCRACY: THREATS AND RESPONSES","year":2025,"lang":"en","type":"article","venue":"The Journal of Intelligence Conflict and Warfare","topic":"Legal and Policy Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Democracy; Computer security; Political science; Internet privacy; Law and economics; Business; Computer science; Sociology; Law; Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0301996,0.0006874196,0.0003371332,0.001503013,0.009280548,0.0125842,0.001011576,0.007432705,0.01952689],"category_scores_gemma":[0.07056441,0.000446757,0.0004840456,0.001306757,0.008456483,0.009014936,0.01226097,0.0118589,0.004367619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00546976,"about_ca_system_score_gemma":0.006467116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001792195,"about_ca_topic_score_gemma":0.002172911,"domain_scores_codex":[0.960438,0.02716324,0.001404979,0.001149417,0.006671418,0.003173032],"domain_scores_gemma":[0.9600885,0.02492668,0.003026084,0.001589241,0.006555078,0.0038144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002002307,0.0001063185,0.003981115,0.0005028215,0.00001938604,0.0008441587,0.07002414,0.0004668076,0.001079797,0.2715239,0.4898286,0.1614229],"study_design_scores_gemma":[0.000009323488,0.00005450791,0.001227307,0.0005066089,0.000003932246,0.0002863742,0.0398158,0.0002403878,0.0005462044,0.0309606,0.9263059,0.00004314349],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01751072,0.007110314,0.006931589,0.6876362,0.01130988,0.0001861589,0.0001287094,0.0002077061,0.2689787],"genre_scores_gemma":[0.6091584,0.01198963,0.006071197,0.1649485,0.006173689,0.0006465649,0.0002114579,0.0003369343,0.2004637],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0301996,"threshold_uncertainty_score":0.1597127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05940144234863154,"score_gpt":0.3855878786050288,"score_spread":0.3261864362563973,"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."}}