{"id":"W7124167281","doi":"10.65109/erji4282","title":"The Echo Chamber: Strategic Voting and Homophily in Social Networks","year":2016,"lang":"","type":"article","venue":"","topic":"Opinion Dynamics and Social Influence","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Homophily; Voting; Echo (communications protocol); Politics; Phenomenon; Outcome (game theory); Cardinal voting systems; Bullet voting","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":[0.001689686,0.00032726,0.000795316,0.0007951906,0.001139936,0.001915861,0.000917602,0.001452291,0.004739281],"category_scores_gemma":[0.008692229,0.0003458686,0.0005811795,0.0007555989,0.001840613,0.003871742,0.001290991,0.0009343174,0.0004213497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006557344,"about_ca_system_score_gemma":0.0003220255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001912763,"about_ca_topic_score_gemma":0.002089616,"domain_scores_codex":[0.9987576,0.0007428674,0.00002957574,0.0002393159,0.0001028133,0.000127869],"domain_scores_gemma":[0.9940554,0.003975307,0.001012997,0.0004711825,0.0001709773,0.0003141747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003656695,0.0001781909,0.02213382,0.0001629375,0.0001580937,0.0004866552,0.00165496,0.103013,0.003105961,0.8336952,0.004571185,0.0304743],"study_design_scores_gemma":[0.0001108492,0.0001399203,0.00685159,0.00004617542,0.00009700848,0.0002881986,0.0005059488,0.5652253,0.0005880091,0.4207369,0.005356346,0.00005367022],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7708147,0.0009128878,0.1978644,0.00377051,0.0000877428,0.0001019041,0.0002412514,0.0001161397,0.02609055],"genre_scores_gemma":[0.9939083,0.0001929234,0.003809106,0.0001126448,0.00004416358,0.0000394447,0.00003679547,0.000007472118,0.001849224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004739281,"threshold_uncertainty_score":0.01585448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01591982863629912,"score_gpt":0.2609917522630989,"score_spread":0.2450719236267998,"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."}}