{"id":"W2962691672","doi":"10.48550/arxiv.1606.03920","title":"","year":2016,"lang":"","type":"article","venue":"arXiv (Cornell University)","topic":"Limits and Structures in Graph Theory","field":"Mathematics","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Mathematics; Random binary tree; Combinatorics; Binary tree; Random tree; Sequence (biology); Infinity; Edgeworth series; Random walk; Branching (polymer chemistry); Stirling numbers of the first kind; Asymptotic expansion; Tree (set theory); Stirling number; Discrete mathematics; Applied mathematics; Mathematical analysis; Statistics; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001511514,0.00147022,0.001476863,0.0007416903,0.002522371,0.0001268699,0.003084303,0.001025007,0.001083871],"category_scores_gemma":[0.001235484,0.001115364,0.001373054,0.001990525,0.002672755,0.002122958,0.002316913,0.0007049292,0.0001216198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007110099,"about_ca_system_score_gemma":0.0002302589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006244351,"about_ca_topic_score_gemma":0.0001032422,"domain_scores_codex":[0.9918916,0.001305612,0.00115525,0.002942872,0.0003245876,0.002380116],"domain_scores_gemma":[0.9891257,0.003950093,0.001134283,0.003900128,0.0006352155,0.001254636],"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":[0.00168753,0.000535103,0.03613053,0.0002369159,0.0009739029,0.001592111,0.002242966,0.0007261019,0.001787111,0.9505552,0.0002589512,0.003273563],"study_design_scores_gemma":[0.00856981,0.0006935181,0.005974111,0.0007561072,0.001181077,0.0000782692,0.001846253,0.003393824,0.00267831,0.9717992,0.00102839,0.002001134],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8573755,0.0001751033,0.1368903,0.0005390581,0.001566357,0.0008356914,0.0001407497,0.0003558434,0.002121352],"genre_scores_gemma":[0.9857354,0.00186953,0.0004429879,0.0003409561,0.0004643924,0.000001039682,0.000001695981,0.00016221,0.01098175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1364473,"threshold_uncertainty_score":0.9998293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08339063853855844,"score_gpt":0.1837281740296978,"score_spread":0.1003375354911394,"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."}}