{"id":"W4310045609","doi":"10.21810/jicw.v5i2.5032","title":"Deadly Disinformation","year":2022,"lang":"en","type":"article","venue":"The Journal of Intelligence Conflict and Warfare","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disinformation; Radicalization; Political science; Politics; Internet privacy; Media studies; Sociology; Law; Computer science; Social media","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001864678,0.00004592904,0.0000768762,0.00007317283,0.0008799604,0.00006452329,0.0002725328,0.00001678547,0.0008737409],"category_scores_gemma":[0.000209825,0.00002982614,0.00003473001,0.0001805374,0.0001117509,0.0004486107,0.00004541187,0.0001919872,0.00001041164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004848092,"about_ca_system_score_gemma":0.0001213313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001060175,"about_ca_topic_score_gemma":0.00001668686,"domain_scores_codex":[0.9990181,0.0001343181,0.0002846658,0.00001999615,0.0004217762,0.0001211612],"domain_scores_gemma":[0.9993134,0.0001238056,0.0002695623,0.00006330799,0.0001443344,0.00008554664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001281571,0.00002478496,0.0002500832,0.000009940972,0.00002608767,0.000002307331,0.7371629,0.001125214,0.00004669721,0.04207072,0.01003385,0.2091193],"study_design_scores_gemma":[0.00009484883,0.0001864213,0.001079637,0.00001490028,0.00001891076,0.00008848689,0.33634,0.0004345422,0.0003361342,0.001165236,0.660152,0.00008883278],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.887728,0.002784297,0.01182053,0.01503299,0.001087527,0.0003439254,0.00001365872,0.00003416355,0.08115487],"genre_scores_gemma":[0.9968245,0.001450602,0.00003257193,0.0008804112,0.00007556759,2.821999e-7,7.498992e-7,0.000002175235,0.000733167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6501182,"threshold_uncertainty_score":0.956685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04753979861756896,"score_gpt":0.3305201702789969,"score_spread":0.2829803716614279,"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."}}