{"id":"W2419141001","doi":"10.1145/2896377.2901488","title":"Majority Rule Based Opinion Dynamics with Biased and Stubborn Agents","year":2016,"lang":"en","type":"article","venue":"","topic":"Opinion Dynamics and Social Influence","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Logarithm; Set (abstract data type); Field (mathematics); Mathematical economics; Econometrics; Mathematics","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":[0.002335897,0.0005411846,0.001113609,0.0007399882,0.0007376279,0.001633686,0.001348,0.001657727,0.001946149],"category_scores_gemma":[0.01352066,0.0003420014,0.0008058405,0.0003970526,0.001645874,0.003153218,0.0009746844,0.001055682,0.0003347537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001170033,"about_ca_system_score_gemma":0.0005689358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003200706,"about_ca_topic_score_gemma":0.001631497,"domain_scores_codex":[0.9989341,0.0003705219,0.00003301078,0.0002182917,0.0002531323,0.0001909406],"domain_scores_gemma":[0.9905866,0.006299016,0.001562533,0.0004632866,0.0006527946,0.0004358451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002500659,0.0001179577,0.007093995,0.0001531388,0.000163878,0.00131846,0.0008991692,0.6331972,0.01239136,0.324978,0.001458129,0.01797861],"study_design_scores_gemma":[0.00002004787,0.00005052652,0.0006571002,0.000008308021,0.00001326444,0.00008032825,0.00007085672,0.9583315,0.0005990647,0.03977699,0.0003766531,0.00001546249],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6415335,0.0009703494,0.3450698,0.001312359,0.0001095546,0.0000885609,0.0001122692,0.0001409226,0.01066258],"genre_scores_gemma":[0.9888975,0.000264132,0.008034103,0.0001149046,0.00005516875,0.0000391202,0.00003407563,0.00001647933,0.002544401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003200706,"threshold_uncertainty_score":0.01235354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01113606334573737,"score_gpt":0.256142588167094,"score_spread":0.2450065248213566,"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."}}