{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005671355,0.000305735,0.0005315499,0.00004493992,0.0005871149,0.0002555241,0.001209919,0.0001312806,0.001239941],"category_scores_gemma":[0.0008383818,0.0001993808,0.0002753636,0.0002196358,0.00005872815,0.00003259606,0.001323863,0.0007694942,0.00008632087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003933753,"about_ca_system_score_gemma":0.00008658647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005049128,"about_ca_topic_score_gemma":0.000004106396,"domain_scores_codex":[0.9981006,0.0001257071,0.0005903098,0.0003912847,0.0004829671,0.0003090862],"domain_scores_gemma":[0.9952356,0.002696354,0.0005137399,0.001389828,0.0000619705,0.0001025661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003944617,0.0002328662,0.00002034492,0.0009502635,0.0003308753,0.000006576423,0.001869592,0.000005979335,0.0000374355,0.4830654,0.5125086,0.0009326032],"study_design_scores_gemma":[0.0003092112,0.00001639548,0.00003873326,0.0000614379,0.0002057854,0.000007797429,0.0003753272,0.004740179,0.00002516823,0.8177214,0.1761858,0.0003127717],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1130759,0.00273147,0.006617765,0.06680585,0.001705057,0.01031705,0.0006472141,0.004847037,0.7932526],"genre_scores_gemma":[0.8393037,0.003344861,0.09437739,0.0008180223,0.001780653,0.01056229,0.000304647,0.0007515585,0.04875689],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7444957,"threshold_uncertainty_score":0.9996731,"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."}}