{"id":"W7135865520","doi":"","title":"Judging a book by its cover: understanding the phenomenon of fake news propagation from an evolutionary psychology perspective","year":2025,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Fake news; Perspective (graphical); Phenomenon; Motivated reasoning; Deception; Dynamics (music)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00426958,0.0002396709,0.0002796852,0.003441033,0.001554322,0.003178465,0.000380365,0.001014114,0.003771708],"category_scores_gemma":[0.03340901,0.0002707563,0.0002448745,0.001792892,0.003419168,0.004019499,0.001107164,0.001107657,0.0003408777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001414066,"about_ca_system_score_gemma":0.0004747131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00400276,"about_ca_topic_score_gemma":0.003532056,"domain_scores_codex":[0.9980114,0.001100048,0.00008530176,0.0003066223,0.0003318361,0.0001647847],"domain_scores_gemma":[0.9608844,0.02024668,0.01364535,0.001827258,0.002413547,0.0009829017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003495446,0.0002730241,0.6995121,0.000320528,0.0002067904,0.001250405,0.05319095,0.003310999,0.009418184,0.07667767,0.002529616,0.1529603],"study_design_scores_gemma":[0.00002573899,0.0001828468,0.8760404,0.0002390348,0.000108874,0.001445094,0.03617714,0.01706358,0.002027472,0.05276039,0.01378955,0.0001398762],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645905,0.0006713328,0.008344638,0.00366121,0.00004070986,0.00003467796,0.0001410235,0.00001912401,0.02249671],"genre_scores_gemma":[0.9974119,0.0002101211,0.001538218,0.0001284011,0.00002498125,0.000008174131,0.00004036331,0.000007566356,0.0006304711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00426958,"threshold_uncertainty_score":0.02257997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05166459852605786,"score_gpt":0.3673226447888299,"score_spread":0.315658046262772,"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."}}