{"id":"W2903509700","doi":"10.4310/acta.2022.v229.n2.a1","title":"The directed landscape","year":2022,"lang":"en","type":"preprint","venue":"Acta Mathematica","topic":"Random Matrices and Applications","field":"Mathematics","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Hausdorff Center for Mathematics","keywords":"Geodesic; Mathematics; Brownian motion; Universality (dynamical systems); Statistical physics; Mathematical analysis; Pure mathematics; Mathematical physics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003087799,0.0001805432,0.0003219969,0.0009034838,0.0008287552,0.00196236,0.0004160356,0.000641968,0.002789473],"category_scores_gemma":[0.002219427,0.0001563281,0.0003235882,0.000329179,0.001153375,0.001812207,0.0008254636,0.0006433014,0.0002614058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008227347,"about_ca_system_score_gemma":0.0002985855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009763248,"about_ca_topic_score_gemma":0.0005010109,"domain_scores_codex":[0.999811,0.00003107145,0.000007685238,0.00007098732,0.00004581808,0.00003361063],"domain_scores_gemma":[0.9994851,0.0001552911,0.00008473876,0.00006831956,0.0000922655,0.0001142362],"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":[0.00001593764,0.000007787233,0.0008613173,0.00003309108,0.000007600236,0.00007673924,0.0000851227,0.003202258,0.002500998,0.9877215,0.0007869219,0.004700711],"study_design_scores_gemma":[0.00001714416,0.00002600945,0.002465265,0.00002763853,0.00001227511,0.0003849955,0.00009093457,0.06380995,0.002061528,0.923371,0.007717264,0.00001591116],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.769677,0.001330389,0.1546239,0.002096703,0.0001077654,0.00006124343,0.0004617991,0.0002830457,0.07135804],"genre_scores_gemma":[0.9863889,0.0003282846,0.007361155,0.0001248491,0.00007034802,0.00003909972,0.0001199776,0.00003663675,0.005530863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002789473,"threshold_uncertainty_score":0.009331703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04162342683203064,"score_gpt":0.3260677071902507,"score_spread":0.2844442803582201,"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."}}