{"id":"W7117479425","doi":"10.1002/rsa.70040","title":"Uniform Temporal Trees","year":2025,"lang":"en","type":"article","venue":"Random Structures and Algorithms","topic":"Stochastic processes and statistical mechanics","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Vertex (graph theory); Tree (set theory); Path (computing); Random variable; Random tree; Limit (mathematics); Class (philosophy); Enhanced Data Rates for GSM Evolution","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":[0.0001300882,0.0001540151,0.000313857,0.00005944088,0.0001435208,0.00005978464,0.0001059242,0.00007833318,0.00006568451],"category_scores_gemma":[0.0004235622,0.0001081792,0.00005022539,0.0001306313,0.0000556756,0.00003927056,0.00005668023,0.0001198494,0.000001106553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000111682,"about_ca_system_score_gemma":0.0000335429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000021742,"about_ca_topic_score_gemma":0.00001841232,"domain_scores_codex":[0.9992106,0.0000171644,0.0002301852,0.0002042694,0.0001358006,0.0002020033],"domain_scores_gemma":[0.9991698,0.0005182736,0.00005224997,0.0001420795,0.00004862589,0.00006891999],"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":[0.0001112654,0.00001472204,0.0000210675,0.0001135921,0.00004909294,0.000007716092,0.00007750225,0.000001889503,0.00003223964,0.9116281,0.001210921,0.08673189],"study_design_scores_gemma":[0.002733067,0.00004704697,0.0001632564,0.00004198244,0.00006158698,0.00001302337,0.0001155802,0.01116932,0.0002071179,0.9828602,0.002456728,0.000131076],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006702066,0.0006563831,0.9879358,0.0003287941,0.0003859261,0.0002651486,0.00005429985,0.00008582781,0.003585717],"genre_scores_gemma":[0.8614368,0.0001017929,0.1363964,0.0002770105,0.0001630407,0.00002503178,0.00001169155,0.00002022204,0.00156802],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8547347,"threshold_uncertainty_score":0.4411419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01916876308371081,"score_gpt":0.3095559160719447,"score_spread":0.2903871529882339,"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."}}