{"id":"W4392954611","doi":"10.1214/24-ejp1109","title":"Random walks on regular trees can not be slowed down","year":2024,"lang":"en","type":"article","venue":"Electronic Journal of Probability","topic":"Markov Chains and Monte Carlo Methods","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mathematics; Random walk; Combinatorics; Discrete mathematics; Statistical physics; Statistics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006972264,0.0002507598,0.0006066604,0.000144907,0.00008037236,0.00007576593,0.0003215001,0.0001359908,0.00007975305],"category_scores_gemma":[0.00178766,0.0001757208,0.0005177556,0.0002301968,0.0000881,0.0001047536,0.00004006507,0.001046129,2.09839e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007870352,"about_ca_system_score_gemma":0.0007895932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001526856,"about_ca_topic_score_gemma":0.0003311888,"domain_scores_codex":[0.9971026,0.0006149269,0.0007920034,0.0003065297,0.0005640459,0.0006198944],"domain_scores_gemma":[0.9977396,0.001187217,0.000246834,0.0004756521,0.000202689,0.0001480355],"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":[0.003009639,0.0008364888,0.00007240193,0.0008852429,0.0009835091,0.0001700779,0.002738386,0.0001172477,0.01984133,0.8831618,0.01278841,0.07539542],"study_design_scores_gemma":[0.00443423,0.002663554,0.0001291109,0.0005581179,0.0004779929,0.0004217466,0.0002166949,0.0009744387,0.02450095,0.8813792,0.08365875,0.0005851591],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9631555,0.002796488,0.01595844,0.01248269,0.0008795359,0.0007497274,0.00001758909,0.0001201979,0.003839849],"genre_scores_gemma":[0.9893486,0.0001766519,0.008104906,0.0001850075,0.0004070913,0.00001427189,0.000001459255,0.00003956934,0.00172246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07481026,"threshold_uncertainty_score":0.7165686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04489781475965701,"score_gpt":0.3293664094745659,"score_spread":0.2844685947149089,"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."}}