{"id":"W3014908418","doi":"10.1177/1461444819893983","title":"Right-wing populism, social media and echo chambers in Western democracies","year":2020,"lang":"en","type":"article","venue":"New Media & Society","topic":"Populism, Right-Wing Movements","field":"Social Sciences","cited_by":152,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Populism; Social media; Right wing; Polarization (electrochemistry); Ethnic group; Echo (communications protocol); Political science; Digital media; Sociology; Media studies; Politics; Law; Computer science","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":[0.00220382,0.0001404298,0.0002553195,0.002563195,0.0019909,0.002725944,0.0002032422,0.0005946562,0.005180445],"category_scores_gemma":[0.006922354,0.0001894284,0.0001681114,0.00209278,0.003313864,0.001875631,0.002160857,0.000842379,0.0005103834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008756366,"about_ca_system_score_gemma":0.0005502764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01474702,"about_ca_topic_score_gemma":0.02813455,"domain_scores_codex":[0.998543,0.0006698739,0.00007851252,0.0001506736,0.0002221317,0.0003357914],"domain_scores_gemma":[0.9917833,0.002791443,0.003573413,0.000482397,0.0004541227,0.0009153719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001618934,0.0001642621,0.9334397,0.00004810052,0.00004957129,0.0002699318,0.04345404,0.0001029105,0.0005233943,0.007410898,0.001130199,0.01324514],"study_design_scores_gemma":[0.000008029807,0.00004625346,0.9539969,0.00007849668,0.00001129457,0.00008460821,0.03887154,0.0001484694,0.0002417276,0.0009902684,0.005508592,0.00001389691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897871,0.000125261,0.00005285503,0.0005500198,0.000008315004,0.000003896012,0.00003905784,0.000002376647,0.009431175],"genre_scores_gemma":[0.9994561,0.00004256004,0.00001607299,0.00007472811,0.000009819318,0.000002918523,0.0000236446,0.000002039281,0.0003722062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01474702,"threshold_uncertainty_score":0.02932239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04687547797256914,"score_gpt":0.2954024823895588,"score_spread":0.2485270044169897,"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."}}