{"id":"W4403355679","doi":"10.1007/978-3-031-67608-6_3","title":"Digital Disinformation Threats and Ethnocultural Diasporas","year":2024,"lang":"en","type":"book-chapter","venue":"Advanced sciences and technologies for security applications","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Balsillie School of International Affairs","funders":"","keywords":"Disinformation; Political science; History; Geography; Social media; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002346747,0.0001911012,0.0001881012,0.0001888367,0.001151014,0.0005821594,0.0002904919,0.0003026688,0.0000111481],"category_scores_gemma":[0.0000859724,0.0001561128,0.00005838506,0.0001761982,0.001914727,0.001311413,0.0001386028,0.0002081269,0.00002381828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005139653,"about_ca_system_score_gemma":0.00007427822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009218218,"about_ca_topic_score_gemma":0.0001342183,"domain_scores_codex":[0.9989074,0.000001650652,0.0002595473,0.00030887,0.0002648509,0.0002576136],"domain_scores_gemma":[0.999352,0.0001277904,0.0001765792,0.0001725824,0.00009625403,0.00007482694],"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":[0.000001246948,0.000002159824,0.000001224151,0.00003236215,0.000004972064,5.851274e-8,0.00218101,8.272204e-7,8.980195e-7,0.6868299,0.000150038,0.3107953],"study_design_scores_gemma":[0.00005058615,0.00003360396,0.000002120843,0.00003926833,0.00001210179,0.000001741577,0.01168904,0.00007049504,0.000008601442,0.5174823,0.4704686,0.0001415837],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0004975564,0.009969516,0.00200019,0.006620468,0.0001182448,0.001950735,0.000465461,0.001113493,0.9772643],"genre_scores_gemma":[0.5859095,0.08506004,0.007212002,0.0003833232,0.0002638573,0.0005687362,0.000493048,0.00006651499,0.3200429],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6572214,"threshold_uncertainty_score":0.8852782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02875701856415697,"score_gpt":0.3295891413079926,"score_spread":0.3008321227438356,"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."}}