{"id":"W4361272481","doi":"10.18280/ijsse.130114","title":"Model for Fake News Detection Using AI Technique","year":2023,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fake news; Computer science; Computer security; Artificial intelligence; Internet privacy","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":[0.0007791433,0.001126758,0.0008964246,0.001345243,0.0005305153,0.001225803,0.001495638,0.001204085,0.003593162],"category_scores_gemma":[0.002219569,0.0003521937,0.000920625,0.0006938012,0.0003656747,0.001022532,0.0006027052,0.001967558,0.001611411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000965639,"about_ca_system_score_gemma":0.0009381755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01158663,"about_ca_topic_score_gemma":0.006649067,"domain_scores_codex":[0.999688,0.00005336063,0.00002497297,0.00009926123,0.00006722861,0.00006718163],"domain_scores_gemma":[0.9989992,0.0004830505,0.0001021393,0.00005386328,0.0003356671,0.0000260765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000387411,0.000266453,0.00656513,0.0002355737,0.0001903907,0.0003988581,0.0001866496,0.6449165,0.007553472,0.007491742,0.007090574,0.3247172],"study_design_scores_gemma":[0.000003581658,0.00001663434,0.0002292845,0.000005596608,0.00001237004,0.00002479881,0.00000780164,0.9981608,0.0004872205,0.0006945551,0.0003535024,0.000003894373],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1282866,0.003238102,0.8450974,0.001907362,0.0005503536,0.0002381392,0.0008935784,0.004346951,0.01544156],"genre_scores_gemma":[0.9101824,0.0009398388,0.07423759,0.0003918442,0.0002807157,0.0003608134,0.001017858,0.00008072762,0.01250826],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01158663,"threshold_uncertainty_score":0.02303839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03104736421189171,"score_gpt":0.3281618546611482,"score_spread":0.2971144904492565,"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."}}