{"id":"W2099572515","doi":"10.1098/rsif.2011.0555","title":"Social network architecture and the maintenance of deleterious cultural traits","year":2011,"lang":"en","type":"article","venue":"Journal of The Royal Society Interface","topic":"Opinion Dynamics and Social Influence","field":"Physics and Astronomy","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Science Foundation","keywords":"Misinformation; Cultural transmission in animals; Population; Architecture; Social network (sociolinguistics); Computer science; Geography; Biology; Social media; Computer security; Sociology; Evolutionary biology; Demography; World Wide Web","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":[],"consensus_categories":[],"category_scores_codex":[0.0002881417,0.00009911501,0.0002280281,0.000003000242,0.0002062982,0.00002692218,0.0003436518,0.00004053433,0.00002781215],"category_scores_gemma":[0.000007347142,0.00004738349,0.0004664861,0.00006163486,0.0004022293,0.00003884555,0.0001023411,0.0003800055,4.411641e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001538996,"about_ca_system_score_gemma":0.0000288372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009521352,"about_ca_topic_score_gemma":0.000002536809,"domain_scores_codex":[0.9992754,0.00008209736,0.0002879069,0.00006169144,0.0001347148,0.0001581829],"domain_scores_gemma":[0.9992791,0.00004533886,0.0004600493,0.00006353005,0.0001210458,0.00003092269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002108671,0.0005585908,0.03178143,0.0001670573,0.004984268,0.000002991563,0.5146785,0.07121064,0.001021939,0.1857099,0.1028579,0.0849181],"study_design_scores_gemma":[0.02490096,0.001522384,0.2272373,0.002018618,0.001562208,0.0001105333,0.08903629,0.07375753,0.004695298,0.5355947,0.03709139,0.002472753],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.967955,0.0003003805,0.02742914,0.002007216,0.0003864693,0.0001339465,0.00001395912,0.000003557939,0.001770318],"genre_scores_gemma":[0.9985089,0.000008762622,0.0006510829,0.000149594,0.0003982098,0.00000113379,1.143154e-7,0.000006620256,0.0002755817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4256423,"threshold_uncertainty_score":0.1932243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01049971069865684,"score_gpt":0.2443637025363677,"score_spread":0.2338639918377109,"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."}}