{"id":"W4318958632","doi":"10.21810/jicw.v5i3.5194","title":"FRACTURES: THE IMPACT OF DISCORD, DISINFORMATION, AND DAMAGED DEMOCRACY","year":2023,"lang":"en","type":"article","venue":"The Journal of Intelligence Conflict and Warfare","topic":"Economic Sanctions and International Relations","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disinformation; Operationalization; Democracy; Political science; Media studies; Computer security; Social media; Sociology; Law; Computer science; Epistemology; Philosophy; Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.004501505,0.0003496989,0.0004511532,0.001908978,0.005328031,0.006836661,0.0006567458,0.004009297,0.01746573],"category_scores_gemma":[0.02303672,0.0002499157,0.0004509515,0.001728582,0.006315642,0.003612951,0.004954098,0.006535938,0.0009539243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005985392,"about_ca_system_score_gemma":0.00380638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01983469,"about_ca_topic_score_gemma":0.03274992,"domain_scores_codex":[0.9942373,0.003010351,0.0001299546,0.0002361927,0.001273695,0.001112628],"domain_scores_gemma":[0.9901081,0.004711304,0.001595651,0.0003478381,0.001270556,0.001966474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006934924,0.0003508433,0.03519413,0.0003034847,0.0001422475,0.003603993,0.02353448,0.001963476,0.0002044896,0.1939592,0.5588571,0.1811931],"study_design_scores_gemma":[0.0001621461,0.0005437853,0.07143126,0.002304628,0.0001295422,0.003410544,0.1111926,0.002125317,0.0008541057,0.2434842,0.564095,0.0002668414],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1674922,0.02530607,0.001314861,0.6518823,0.005855294,0.00005739326,0.0007644233,0.00005264312,0.1472749],"genre_scores_gemma":[0.9319817,0.01588921,0.0005167531,0.025468,0.002995736,0.00003350404,0.0002028275,0.00003825151,0.02287395],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01983469,"threshold_uncertainty_score":0.0584287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05020149077572687,"score_gpt":0.3113395500813893,"score_spread":0.2611380593056624,"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."}}