{"id":"W4242404991","doi":"10.1108/oxan-db243871","title":"Election meddling will take new insidious forms","year":2019,"lang":"en","type":"other","venue":"Emerald expert briefings","topic":"Freedom of Expression and Defamation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Yesterday; Offensive; Internet privacy; Adversary; Social media; Political science; Computer security; Subject (documents); Business; Public relations; Law and economics; Law; Computer science; Engineering; World Wide Web; Sociology; Operations research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002089613,0.0002788364,0.0003599796,0.0002117426,0.0002851674,0.0001653298,0.0003165152,0.0005669031,0.00438452],"category_scores_gemma":[0.0002008073,0.0002586599,0.0001578852,0.0002669251,0.0001032614,0.0003613729,0.00004842316,0.0002603331,0.0007691682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001350099,"about_ca_system_score_gemma":0.0002876466,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3982645,"about_ca_topic_score_gemma":0.008078885,"domain_scores_codex":[0.9980853,0.00007184948,0.000282713,0.0004423393,0.0006614878,0.0004563084],"domain_scores_gemma":[0.9990723,0.00004175754,0.0002989859,0.0003249104,0.00005044909,0.000211608],"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":[0.000008233112,0.00001574605,0.00000108727,0.00001071108,0.0000205989,0.000001621042,0.004602524,0.000001295967,0.0002897454,0.00468926,0.981658,0.00870115],"study_design_scores_gemma":[0.0003782338,0.00002713788,0.000003524031,0.000237927,0.000007501722,0.000001498093,0.00008812443,0.00001910867,0.0001206448,0.0009982454,0.9977582,0.0003598151],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000008570039,0.003304863,0.001744878,0.1046077,0.001388251,0.0006153365,0.000003904706,0.0008518655,0.8874746],"genre_scores_gemma":[0.00007720037,0.001712868,0.001197049,0.06218679,0.002631793,0.00001983642,0.00004536596,0.0002665711,0.9318625],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3901856,"threshold_uncertainty_score":0.9999866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01846442094155477,"score_gpt":0.297961200433023,"score_spread":0.2794967794914682,"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."}}