{"id":"W7084113940","doi":"10.24963/ijcai.2024/1273","title":"Aletheia: Detect, Discuss, and Stay Informed on Fake News","year":2024,"lang":"en","type":"article","venue":"","topic":"X-ray Diffraction in Crystallography","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Fake news; Key (lock); Focus (optics); Social media; Disinformation; Dependency (UML); False accusation; Perspective (graphical)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000171815,0.0001340576,0.0001198889,0.0001491347,0.00008903249,0.0003247245,0.0001230751,0.00006614882,0.002568168],"category_scores_gemma":[0.00006507803,0.00008482147,0.00005225624,0.0002055567,0.0001083405,0.0003462045,0.0000669341,0.0001199314,0.0004581365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003170434,"about_ca_system_score_gemma":0.00004078168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006919737,"about_ca_topic_score_gemma":0.0002373095,"domain_scores_codex":[0.9990277,0.00002979339,0.0001943935,0.0002923049,0.0002278863,0.0002279736],"domain_scores_gemma":[0.999392,0.00022366,0.00002814073,0.0002411353,0.00001876401,0.00009635206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001164558,0.00008571854,0.003649967,0.0003167659,0.00006204163,0.00006189729,0.001402172,0.00004702593,0.8827459,0.01237894,0.05184499,0.04728819],"study_design_scores_gemma":[0.0005689054,0.0003646804,0.01407926,0.0001373156,0.00004387347,0.00005136666,0.001550542,0.000347524,0.1229276,0.01007922,0.8492016,0.0006481211],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9583867,0.0001490047,0.001149778,0.001000583,0.000865459,0.0001926945,0.00002200739,0.0004898905,0.03774395],"genre_scores_gemma":[0.9944366,0.00007534469,0.002039649,0.0005392917,0.0001053858,0.000029565,0.000003596676,0.00001891917,0.002751694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7973565,"threshold_uncertainty_score":0.9983436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01408770058453284,"score_gpt":0.2712624744680061,"score_spread":0.2571747738834732,"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."}}