{"id":"W4404310873","doi":"10.48550/arxiv.2410.19070","title":"The directed landscape seen from its trees","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Topological and Geometric Data Analysis","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Geography; Tree (set theory); Computer science; Mathematics; Combinatorics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000321999,0.0003070939,0.0003482379,0.001290225,0.0006697761,0.00194522,0.0005427509,0.0009217159,0.004088184],"category_scores_gemma":[0.002967997,0.0002889071,0.0003477717,0.0007644771,0.001609084,0.002943304,0.00102341,0.001155426,0.0006916196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005832579,"about_ca_system_score_gemma":0.0003162322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001649906,"about_ca_topic_score_gemma":0.001378367,"domain_scores_codex":[0.9997717,0.00005999255,0.0000105251,0.00007002371,0.00006315662,0.00002462742],"domain_scores_gemma":[0.9991967,0.0003365381,0.00008099739,0.0001636582,0.0001260857,0.00009596385],"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":[0.000058259,0.00001599956,0.001758454,0.000107446,0.00001712695,0.0003096381,0.0005623845,0.02114603,0.009836342,0.9362741,0.003034808,0.0268794],"study_design_scores_gemma":[0.00001300953,0.00002572267,0.001648622,0.00004974605,0.00001355522,0.0004368504,0.000259847,0.09920884,0.00188499,0.8802673,0.01616242,0.00002912826],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3298604,0.0009910773,0.6205172,0.0019064,0.0001304393,0.00004359875,0.001508994,0.000625173,0.0444168],"genre_scores_gemma":[0.8837128,0.001060155,0.1023308,0.0003167196,0.00008301988,0.00007421464,0.001855735,0.000289198,0.01027739],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004088184,"threshold_uncertainty_score":0.01367635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05380860263613948,"score_gpt":0.1810828611226944,"score_spread":0.1272742584865549,"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."}}