{"id":"W2966052076","doi":"10.13052/jwe1540-9589.18463","title":"A Brief Overview on the Strategiesto Fight Back the Spreadof False Information","year":2019,"lang":"en","type":"article","venue":"Journal of Web Engineering","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Fundação para a Ciência e a Tecnologia; Canada Research Chairs","keywords":"Rumor; Computer science; Perception; Data science; Fake news; Social media; Social network analysis; Internet privacy; World Wide Web; Computer security; Psychology; Public relations; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003200864,0.001730571,0.0009690408,0.005359566,0.002167486,0.005680386,0.002329712,0.003680855,0.01305297],"category_scores_gemma":[0.006547424,0.0008053285,0.0009971904,0.003626957,0.001854186,0.007490256,0.002661976,0.002506631,0.006496337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001842992,"about_ca_system_score_gemma":0.001700344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002731063,"about_ca_topic_score_gemma":0.002867018,"domain_scores_codex":[0.9969282,0.001210854,0.0002230056,0.0003011766,0.001030129,0.0003067658],"domain_scores_gemma":[0.9941854,0.003256963,0.0005624763,0.000730343,0.001075642,0.000189177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001248293,0.0002875152,0.002886518,0.004445279,0.0001185284,0.0004661679,0.001181186,0.004894427,0.004630941,0.1583032,0.03218136,0.79048],"study_design_scores_gemma":[0.00002697564,0.000391759,0.004628525,0.004003454,0.0001644482,0.003505253,0.001568545,0.02185301,0.009717156,0.1012055,0.8527222,0.0002131426],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01001904,0.4834243,0.3742981,0.01594102,0.002243197,0.000956081,0.0009035235,0.001239155,0.1109756],"genre_scores_gemma":[0.178401,0.5002868,0.252082,0.005046223,0.004531099,0.001127372,0.001644377,0.0003467638,0.05653449],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01305297,"threshold_uncertainty_score":0.04366654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02472577296176964,"score_gpt":0.2643227458653498,"score_spread":0.2395969729035801,"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."}}