{"id":"W4386644545","doi":"10.4230/lipics.approx/random.2024.5","title":"Asynchronous Majority Dynamics on Binomial Random Graphs","year":2023,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Stochastic processes and statistical mechanics","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Simons Institute for the Theory of Computing, University of California Berkeley; Tel Aviv University; European Commission","keywords":"Binomial (polynomial); Asynchronous communication; Negative binomial distribution; Mathematics; Random graph; Computer science; Statistics; Econometrics; Discrete mathematics; Telecommunications; Graph; Poisson distribution","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":[0.002014422,0.000670292,0.00116763,0.0009409021,0.000965226,0.001261383,0.001413166,0.001299569,0.003359863],"category_scores_gemma":[0.01057584,0.0003925543,0.0006721571,0.0005717847,0.001657976,0.002280411,0.001571249,0.001209893,0.0004729238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001051981,"about_ca_system_score_gemma":0.0005498404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003027851,"about_ca_topic_score_gemma":0.002275357,"domain_scores_codex":[0.9988893,0.0004897543,0.00003072132,0.0001673886,0.0002079201,0.0002149904],"domain_scores_gemma":[0.9932748,0.004579845,0.0009139564,0.0002856489,0.0004036528,0.0005420427],"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":[0.0002356729,0.00008371567,0.002578272,0.0001235341,0.00006923031,0.0005666908,0.0004114027,0.2886391,0.00326565,0.6906626,0.003885527,0.009478555],"study_design_scores_gemma":[0.00004733563,0.00003044808,0.0003159471,0.000009619182,0.00001026099,0.00004842569,0.00004908195,0.8271409,0.0002676079,0.1713365,0.0007292582,0.00001466845],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.502909,0.001140945,0.4722531,0.002930196,0.0002790112,0.0001222584,0.0003245417,0.0004625513,0.01957835],"genre_scores_gemma":[0.9812233,0.000377432,0.01197861,0.0002478271,0.0001376812,0.0001178742,0.0001346761,0.00004998738,0.005732618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003359863,"threshold_uncertainty_score":0.01123983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1228531922945229,"score_gpt":0.2359201656492423,"score_spread":0.1130669733547194,"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."}}