{"id":"W4226450307","doi":"10.1017/s0012217321000299","title":"Civility, Trust, and Responding to Echo Chambers","year":2021,"lang":"en","type":"article","venue":"Dialogue","topic":"Epistemology, Ethics, and Metaphysics","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Civility; Compromise; Distrust; Echo (communications protocol); Chorus; Psychology; Political science; Social psychology; Law; Computer science; Computer security; Art; Literature","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":[0.03227139,0.0003214859,0.0004050865,0.0009578655,0.00882116,0.0131729,0.001044105,0.006629867,0.009441746],"category_scores_gemma":[0.1107924,0.0003293303,0.0002936877,0.0006329824,0.02767414,0.008425454,0.009660854,0.006681676,0.001356924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003469423,"about_ca_system_score_gemma":0.004183938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002301614,"about_ca_topic_score_gemma":0.001876802,"domain_scores_codex":[0.9489124,0.03977174,0.001399377,0.001929866,0.004740394,0.003246146],"domain_scores_gemma":[0.8760979,0.08185014,0.01846069,0.006642829,0.008889468,0.008059057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002131571,0.0001141266,0.009663159,0.0002236276,0.00005901596,0.001519358,0.2771027,0.0009865576,0.002181559,0.6790377,0.008441203,0.02045781],"study_design_scores_gemma":[0.00006280659,0.0002143105,0.008786693,0.0008682346,0.00006901086,0.001259796,0.2861963,0.003682881,0.002831174,0.5148712,0.1809472,0.0002103507],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.3605105,0.001184984,0.03231548,0.08567828,0.0009175052,0.0001226284,0.00004610011,0.0001367075,0.5190879],"genre_scores_gemma":[0.9952312,0.00008674717,0.0004823527,0.001493258,0.00005582229,0.00001308052,0.000003984646,0.00002364422,0.00260981],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03227139,"threshold_uncertainty_score":0.1706694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05978608826616006,"score_gpt":0.2795026484633342,"score_spread":0.2197165601971742,"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."}}