{"id":"W4405918722","doi":"10.1080/19392206.2024.2446103","title":"Security Threats, African Agency, and the Role (and Weaponization) of the Media","year":2024,"lang":"en","type":"article","venue":"African Security","topic":"Global Security and Public Health","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Agency (philosophy); Political science; Law and economics; Computer security; National security; Internet privacy; Political economy; Public relations; Law; Sociology; Computer science","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":[0.002212083,0.0001381854,0.0002387268,0.00004710904,0.0007442657,0.000183339,0.0004159585,0.0001246488,0.0001544913],"category_scores_gemma":[0.0006604124,0.00008304363,0.00008769483,0.0009767077,0.001930822,0.0002264293,0.0002044804,0.0003339398,0.000006634363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006423488,"about_ca_system_score_gemma":0.0004433194,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01552457,"about_ca_topic_score_gemma":0.01479567,"domain_scores_codex":[0.9976813,0.0008402768,0.0002668346,0.0002966899,0.0005410072,0.0003738683],"domain_scores_gemma":[0.9984923,0.0008301494,0.00009347618,0.0002720062,0.0001028438,0.0002092214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001398026,0.00002585571,0.001848107,0.00003530422,0.00002050578,0.000001308298,0.1989538,1.373557e-7,0.000001692496,0.7938447,0.0005532633,0.004701344],"study_design_scores_gemma":[0.0002653174,0.00001991965,0.005482435,0.00004147621,0.00004852936,0.000004765007,0.02578501,0.0002962924,0.00001908861,0.6137176,0.3541782,0.0001412845],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5970464,0.02545129,0.00001994361,0.06062948,0.0009800144,0.001028201,0.000237771,0.0001887941,0.3144181],"genre_scores_gemma":[0.9969248,0.002408492,0.00001052546,0.000283352,0.0002435052,0.00001548492,0.000003244526,0.000008784838,0.0001018585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3998784,"threshold_uncertainty_score":0.9910311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01083799795099299,"score_gpt":0.2704821592091916,"score_spread":0.2596441612581986,"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."}}