The RalB Small GTPase Mediates Formation of Invadopodia through a GTPase-Activating Protein-Independent Function of the RalBP1/RLIP76 Effector
Open accessAbstract
Our recent studies implicated key and distinct roles for the highly related RalA and RalB small GTPases (82% sequence identity) in pancreatic ductal adenocarcinoma (PDAC) tumorigenesis and invasive and metastatic growth, respectively. How RalB may promote PDAC invasion and metastasis has not been determined. In light of known Ral effector functions in regulation of actin organization and secretion, we addressed a possible role for RalB in formation of invadopodia, actin-rich membrane protrusions that contribute to tissue invasion and matrix remodeling. We determined that a majority of KRAS mutant PDAC cell lines exhibited invadopodia and that expression of activated K-Ras is both necessary and sufficient for invadopodium formation. Invadopodium formation was not dependent on the canonical Raf-MEK-ERK effector pathway and was instead dependent on the Ral effector pathway. However, this process was more dependent on RalB than on RalA. Surprisingly, RalB-mediated invadopodium formation was dependent on RalBP1/RLIP76 but not Sec5 and Exo84 exocyst effector function. Unexpectedly, the requirement for RalBP1 was independent of its best known function as a GTPase-activating protein for Rho small GTPases. Instead, disruption of the ATPase function of RalBP1 impaired invadopodium formation. Our results identify a novel RalB-mediated biochemical and signaling mechanism for invadopodium formation.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The activity of the RhoGAP domain is abolished by mutations of a conserved arginine finger (R232) and a stabilizing lysine residue (K268).
“The activity of the RhoGAP domain is abolished by mutations of a conserved arginine finger (R232) and a stabilizing lysine residue (K268) (50).”
From Regulation of cargo exocytosis by a Reps1-Ralbp1-RalA module (2023) · cites this paper as [50]
The Results (page not provided) identify R232 as the arginine finger and K268 as a conserved lysine in the RalBP1 RhoGAP domain. They report that the R232A/K268A double mutant failed to enhance Cdc42 GTP hydrolysis, unlike the wild-type domain. Our copy does not describe K268 as stabilizing or establish that either mutation alone abolishes activity. (LLM, conf=0.86)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Ras oncogenes: split personalities
Karnoub, A. E., & Weinberg, R. A. (2008) · Nature Reviews Molecular Cell Biology · doi:10.1038/nrm2438 · Cited by 1,467 · see citing works
Ras history: The saga continues
Cox, A. D., & Der, C. J. (2010) · Small GTPases · doi:10.4161/sgtp.1.1.12178 · Cited by 706 · see citing works
Self-citation
Flagged first, then by citations
Research works printed but not linked: 69
- [1]1. Awasthi S, et al. 2000. Novel function of human RLIP76: ATP-dependent transport of glutathione conjugates and doxorubicin. Biochemistry 39: 9327–9334 [DOI] [PubMed] [Google Scholar]
- [2]2. Awasthi S, et al. 2001. Functional reassembly of ATP-dependent xenobiotic transport by the N- and C-terminal domains of RLIP76 and identification of ATP binding sequences. Biochemistry 40: 4159–4168 [DOI] [PubMed] [Google Scholar]
- [3]3. Awasthi S, Singhal SS, Sharma R, Zimniak P, Awasthi YC. 2003. Transport of glutathione conjugates and chemotherapeutic drugs by RLIP76 (RALBP1): a novel link between G-protein and tyrosine kinase signaling and drug resistance. Int. J. Cancer 106: 635–646 [DOI] [PubMed] [Google Scholar]
- [4]4. Baines AT, et al. 2006. Use of retrovirus expression of interfering RNA to determine the contribution of activated K-Ras and ras effector expression to human tumor cell growth. Methods Enzymol. 407: 556–574 [DOI] [PubMed] [Google Scholar]
- [5]5. Barbie DA, et al. 2009. Systematic RNA interference reveals that oncogenic KRAS-driven cancers require TBK1. Nature 462: 108–112 [DOI] [PMC free article] [PubMed] [Google Scholar]
- [6]6. Bodemann BO, et al. 2011. RalB and the exocyst mediate the cellular starvation response by direct activation of autophagosome assembly. Cell 144: 253–267 [DOI] [PMC free article] [PubMed] [Google Scholar]
- [7]7. Bodemann BO, White MA. 2008. Ral GTPases and cancer: linchpin support of the tumorigenic platform. Nat. Rev. Cancer 8: 133–140 [DOI] [PubMed] [Google Scholar]
- [8]8. Boissel L, et al. 2007. Recruitment of Cdc42 through the GAP domain of RLIP participates in remodeling of the actin cytoskeleton and is involved in Xenopus gastrulation. Dev. Biol. 312: 331–343 [DOI] [PubMed] [Google Scholar]
- [9]9. Brummelkamp TR, Bernards R, Agami R. 2002. Stable suppression of tumorigenicity by virus-mediated RNA interference. Cancer Cell 2: 243–247 [DOI] [PubMed] [Google Scholar]
- [10]10. Buccione R, Caldieri G, Ayala I. 2009. Invadopodia: specialized tumor cell structures for the focal degradation of the extracellular matrix. Cancer Metastasis Rev. 28: 137–149 [DOI] [PubMed] [Google Scholar]
- [11]11. Buccione R, Orth JD, McNiven MA. 2004. Foot and mouth: podosomes, invadopodia and circular dorsal ruffles. Nat. Rev. Mol. Cell Biol. 5: 647–657 [DOI] [PubMed] [Google Scholar]
- [12]12. Campbell PM, Der CJ. 2004. Oncogenic Ras and its role in tumor cell invasion and metastasis. Semin. Cancer Biol. 14: 105–114 [DOI] [PubMed] [Google Scholar]
- [13]13. Campbell PM, et al. 2007. K-Ras promotes growth transformation and invasion of immortalized human pancreatic cells by Raf and phosphatidylinositol 3-kinase signaling. Cancer Res. 67: 2098–2106 [DOI] [PubMed] [Google Scholar]
- [14]14. Cantor SB, Urano T, Feig LA. 1995. Identification and characterization of Ral-binding protein 1, a potential downstream target of Ral GTPases. Mol. Cell. Biol. 15: 4578–4584 [DOI] [PMC free article] [PubMed] [Google Scholar]
- [15]15. Cascone I, et al. 2008. Distinct roles of RalA and RalB in the progression of cytokinesis are supported by distinct RalGEFs. EMBO J. 27: 2375–2387 [DOI] [PMC free article] [PubMed] [Google Scholar]
- [16]16. Chen W-T, Yunyon Y, Nakahara H. 1994. An in vitro cell invasion assay: determination of cell surface proteolytic activity that degrades extracellular matrix. J. Tissue Cult. Methods 16: 177–181 [Google Scholar]
- [17]17. Chien Y, et al. 2006. RalB GTPase-mediated activation of the IκB family kinase TBK1 couples innate immune signaling to tumor cell survival. Cell 127: 157–170 [DOI] [PubMed] [Google Scholar]
- [19]19. Destaing O, Block MR, Planus E, Albiges-Rizo C. 2011. Invadosome regulation by adhesion signaling. Curr. Opin. Cell Biol. 23: 597–606 [DOI] [PubMed] [Google Scholar]
- [20]20. Fenwick RB, et al. 2010. The RalB-RLIP76 complex reveals a novel mode of ral-effector interaction. Structure 18: 985–995 [DOI] [PMC free article] [PubMed] [Google Scholar]
- [21]21. Gimona M, Buccione R, Courtneidge SA, Linder S. 2008. Assembly and biological role of podosomes and invadopodia. Curr. Opin. Cell Biol. 20: 235–241 [DOI] [PubMed] [Google Scholar]
- [22]22. Hashimoto S, et al. 2004. Requirement for Arf6 in breast cancer invasive activities. Proc. Natl. Acad. Sci. U. S. A. 101: 6647–6652 [DOI] [PMC free article] [PubMed] [Google Scholar]
- [23]23. Hoon DS, et al. 2006. Molecular mechanisms of metastasis. Cancer Metastasis Rev. 25: 203–220 [DOI] [PubMed] [Google Scholar]
- [24]24. Hu Y, Mivechi NF. 2003. HSF-1 interacts with Ral-binding protein 1 in a stress-responsive, multiprotein complex with HSP90 in vivo. J. Biol. Chem. 278: 17299–17306 [DOI] [PubMed] [Google Scholar]
- [25]25. Ikeda M, Ishida O, Hinoi T, Kishida S, Kikuchi A. 1998. Identification and characterization of a novel protein interacting with Ral-binding protein 1, a putative effector protein of Ral. J. Biol. Chem. 273: 814–821 [DOI] [PubMed] [Google Scholar]
- [26]26. Issaq SH, Lim KH, Counter CM. 2010. Sec5 and Exo84 foster oncogenic ras-mediated tumorigenesis. Mol. Cancer Res. 8: 223–231 [DOI] [PMC free article] [PubMed] [Google Scholar]
- [27]27. Janku F, et al. 2011. PIK3CA mutations frequently coexist with RAS and BRAF mutations in patients with advanced cancers. PLoS One 6: e22769. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [28]28. Jones S, et al. 2008. Core signaling pathways in human pancreatic cancers revealed by global genomic analyses. Science 321: 1801–1806 [DOI] [PMC free article] [PubMed] [Google Scholar]
- [29]29. Jullien-Flores V, et al. 1995. Bridging Ral GTPase to Rho pathways. RLIP76, a Ral effector with CDC42/Rac GTPase-activating protein activity. J. Biol. Chem. 270: 22473–22477 [DOI] [PubMed] [Google Scholar]
- [30]30. Jullien-Flores V, et al. 2000. RLIP76, an effector of the GTPase Ral, interacts with the AP2 complex: involvement of the Ral pathway in receptor endocytosis. J. Cell Sci. 113(Pt 16): 2837–2844 [DOI] [PubMed] [Google Scholar]
- [32]32. Kuroiwa M, Oneyama C, Nada S, Okada M. 2011. The guanine nucleotide exchange factor Arhgef5 plays crucial roles in Src-induced podosome formation. J. Cell Sci. 124: 1726–1738 [DOI] [PubMed] [Google Scholar]
- [33]33. Lee KM, Nguyen C, Ulrich AB, Pour PM, Ouellette MM. 2003. Immortalization with telomerase of the Nestin-positive cells of the human pancreas. Biochem. Biophys. Res. Commun. 301: 1038–1044 [DOI] [PubMed] [Google Scholar]
- [34]34. Lim KH, et al. 2005. Activation of RalA is critical for Ras-induced tumorigenesis of human cells. Cancer Cell 7: 533–545 [DOI] [PubMed] [Google Scholar]
- [35]35. Lim KH, et al. 2010. Aurora-A phosphorylates, activates, and relocalizes the small GTPase RalA. Mol. Cell. Biol. 30: 508–523 [DOI] [PMC free article] [PubMed] [Google Scholar]
- [36]36. Lim KH, et al. 2006. Divergent roles for RalA and RalB in malignant growth of human pancreatic carcinoma cells. Curr. Biol. 16: 2385–2394 [DOI] [PubMed] [Google Scholar]
- [37]37. Linder S, Wiesner C, Himmel M. 2011. Degrading devices: invadosomes in proteolytic cell invasion. Annu. Rev. Cell Dev. Biol. 27: 185–211 [DOI] [PubMed] [Google Scholar]
- [38]38. Liu J, Yue P, Artym VV, Mueller SC, Guo W. 2009. The role of the exocyst in matrix metalloproteinase secretion and actin dynamics during tumor cell invadopodia formation. Mol. Biol. Cell 20: 3763–3771 [DOI] [PMC free article] [PubMed] [Google Scholar]
- [39]39. Luo J, et al. 2009. A genome-wide RNAi screen identifies multiple synthetic lethal interactions with the Ras oncogene. Cell 137: 835–848 [DOI] [PMC free article] [PubMed] [Google Scholar]
- [40]40. Mandal S, Johnson KR, Wheelock MJ. 2008. TGF-beta induces formation of F-actin cores and matrix degradation in human breast cancer cells via distinct signaling pathways. Exp. Cell Res. 314: 3478–3493 [DOI] [PubMed] [Google Scholar]
- [41]41. Martin TD, Samuel JC, Routh ED, Der CJ, Yeh JJ. 2011. Activation and involvement of Ral GTPases in colorectal cancer. Cancer Res. 71: 206–215 [DOI] [PMC free article] [PubMed] [Google Scholar]
- [42]42. Matsubara K, Hinoi T, Koyama S, Kikuchi A. 1997. The post-translational modifications of Ral and Rac1 are important for the action of Ral-binding protein 1, a putative effector protein of Ral. FEBS Lett. 410: 169–174 [DOI] [PubMed] [Google Scholar]
- [43]43. Matsuo Y, et al. 2009. K-Ras promotes angiogenesis mediated by immortalized human pancreatic epithelial cells through mitogen-activated protein kinase signaling pathways. Mol. Cancer Res. 7: 799–808 [DOI] [PMC free article] [PubMed] [Google Scholar]
- [44]44. Matsuzaki T, et al. 2002. Regulation of endocytosis of activin type II receptors by a novel PDZ protein through Ral/Ral-binding protein 1-dependent pathway. J. Biol. Chem. 277: 19008–19018 [DOI] [PubMed] [Google Scholar]
- [45]45. Mitin N, et al. 2007. Release of autoinhibition of ASEF by APC leads to CDC42 activation and tumor suppression. Nat. Struct. Mol. Biol. 14: 814–823 [DOI] [PMC free article] [PubMed] [Google Scholar]
- [46]46. Morinaka K, et al. 1999. Epsin binds to the EH domain of POB1 and regulates receptor-mediated endocytosis. Oncogene 18: 5915–5922 [DOI] [PubMed] [Google Scholar]
- [47]47. Moskalenko S, et al. 2002. The exocyst is a Ral effector complex. Nat. Cell Biol. 4: 66–72 [DOI] [PubMed] [Google Scholar]
- [48]48. Moskalenko S, et al. 2003. Ral GTPases regulate exocyst assembly through dual subunit interactions. J. Biol. Chem. 278: 51743–51748 [DOI] [PubMed] [Google Scholar]
- [49]49. Muralidharan-Chari V, et al. 2009. ADP-ribosylation factor 6 regulates tumorigenic and invasive properties in vivo. Cancer Res. 69: 2201–2209 [DOI] [PMC free article] [PubMed] [Google Scholar]
- [50]50. Nakahara H, et al. 2003. Involvement of Cdc42 and Rac small G proteins in invadopodia formation of RPMI7951 cells. Genes Cells 8: 1019–1027 [DOI] [PubMed] [Google Scholar]
- [51]51. Neel NF, et al. 2011. The RalGEF-Ral effector signaling network: the road less traveled for anti-Ras drug discovery. Genes Cancer 2: 275–287 [DOI] [PMC free article] [PubMed] [Google Scholar]
- [52]52. Nurnberg A, Kitzing T, Grosse R. 2011. Nucleating actin for invasion. Nat. Rev. Cancer. 11: 177–187 [DOI] [PubMed] [Google Scholar]
- [53]53. Pantel K, Brakenhoff RH. 2004. Dissecting the metastatic cascade. Nat. Rev. Cancer 4: 448–456 [DOI] [PubMed] [Google Scholar]
- [54]54. Park SH, Weinberg RA. 1995. A putative effector of Ral has homology to Rho/Rac GTPase activating proteins. Oncogene 11: 2349–2355 [PubMed] [Google Scholar]
- [55]55. Polzin A, Shipitsin M, Goi T, Feig LA, Turner TJ. 2002. Ral-GTPase influences the regulation of the readily releasable pool of synaptic vesicles. Mol. Cell. Biol. 22: 1714–1722 [DOI] [PMC free article] [PubMed] [Google Scholar]
- [56]56. Repasky GA, Chenette EJ, Der CJ. 2004. Renewing the conspiracy theory debate: does Raf function alone to mediate Ras oncogenesis? Trends Cell Biol. 14: 639–647 [DOI] [PubMed] [Google Scholar]
- [57]57. Rosse C, L'Hoste S, Offner N, Picard A, Camonis J. 2003. RLIP, an effector of the Ral GTPases, is a platform for Cdk1 to phosphorylate epsin during the switch off of endocytosis in mitosis. J. Biol. Chem. 278: 30597–30604 [DOI] [PubMed] [Google Scholar]
- [58]58. Sakurai-Yageta M, et al. 2008. The interaction of IQGAP1 with the exocyst complex is required for tumor cell invasion downstream of Cdc42 and RhoA. J. Cell Biol. 181: 985–998 [DOI] [PMC free article] [PubMed] [Google Scholar]
- [59]59. Scholl C, et al. 2009. Synthetic lethal interaction between oncogenic KRAS dependency and STK33 suppression in human cancer cells. Cell 137: 821–834 [DOI] [PubMed] [Google Scholar]
- [60]60. Shutes A, Der CJ. 2006. Real-time in vitro measurement of intrinsic and Ras GAP-mediated GTP hydrolysis. Methods Enzymol. 407: 9–22 [DOI] [PubMed] [Google Scholar]
- [61]61. Singh A, et al. 2009. A gene expression signature associated with “K-Ras addiction” reveals regulators of EMT and tumor cell survival. Cancer Cell 15: 489–500 [DOI] [PMC free article] [PubMed] [Google Scholar]
- [62]62. Singhal SS, Yadav S, Roth C, Singhal J. 2009. RLIP76: a novel glutathione-conjugate and multi-drug transporter. Biochem. Pharmacol. 77: 761–769 [DOI] [PMC free article] [PubMed] [Google Scholar]
- [63]63. Tague SE, Muralidharan V, D'Souza-Schorey C. 2004. ADP-ribosylation factor 6 regulates tumor cell invasion through the activation of the MEK/ERK signaling pathway. Proc. Natl. Acad. Sci. U. S. A. 101: 9671–9676 [DOI] [PMC free article] [PubMed] [Google Scholar]
- [64]64. Vigil D, et al. 2010. Aberrant overexpression of the Rgl2 Ral small GTPase-specific guanine nucleotide exchange factor promotes pancreatic cancer growth through Ral-dependent and Ral-independent mechanisms. J. Biol. Chem. 285: 34729–34740 [DOI] [PMC free article] [PubMed] [Google Scholar]
- [65]65. Vincent A, Herman J, Schulick R, Hruban RH, Goggins M. 2011. Pancreatic cancer. Lancet 378: 607–620 [DOI] [PMC free article] [PubMed] [Google Scholar]
- [66]66. Wolf K, Friedl P. 2009. Mapping proteolytic cancer cell-extracellular matrix interfaces. Clin. Exp. Metastasis 26: 289–298 [DOI] [PubMed] [Google Scholar]
- [67]67. Yadav S, et al. 2004. Identification of membrane-anchoring domains of RLIP76 using deletion mutant analyses. Biochemistry 43: 16243–16253 [DOI] [PubMed] [Google Scholar]
- [68]68. Yamaguchi A, Urano T, Goi T, Feig LA. 1997. An Eps homology (EH) domain protein that binds to the Ral-GTPase target, RalBP1. J. Biol. Chem. 272: 31230–31234 [DOI] [PubMed] [Google Scholar]
- [69]69. Yamaguchi H, et al. 2005. Molecular mechanisms of invadopodium formation: the role of the N-WASP-Arp2/3 complex pathway and cofilin. J. Cell Biol. 168: 441–452 [DOI] [PMC free article] [PubMed] [Google Scholar]
- [70]70. Yamaguchi H, et al. 2011. Phosphoinositide 3-kinase signaling pathway mediated by p110alpha regulates invadopodia formation. J. Cell Biol. 193: 1275–1288 [DOI] [PMC free article] [PubMed] [Google Scholar]
- [71]71. Zand TP, Reiner DJ, Der CJ. 2011. Ras effector switching promotes divergent cell fates in C. elegans vulval patterning. Dev. Cell 20: 84–96 [DOI] [PMC free article] [PubMed] [Google Scholar] Articles from Molecular and Cellular Biology are provided here courtesy of Taylor & Francis
Cited by
Sorted by citations
KRAS: The Critical Driver and Therapeutic Target for Pancreatic Cancer
Waters, A. M., & Der, C. J. (2018) · Cold Spring Harbor Perspectives in Medicine · doi:10.1101/cshperspect.a031435 · Cited by 875 · see citing works
Self-citationThe effects of mutant Ras proteins on the cell signalome
Takács, T., Kudlik, G., Kurilla, A., Szeder, B., Buday, L., & Vas, V. (2020) · Cancer and Metastasis Reviews · doi:10.1007/s10555-020-09912-8 · Cited by 62 · see citing works
Regulation of cargo exocytosis by a Reps1-Ralbp1-RalA module
Wang, S., Chen, X., Crisman, L., Dou, X., Winborn, C. S., Wan, C., Puscher, H., Yin, Q., Kennedy, M. J., & Shen, J. (2023) · Science Advances · doi:10.1126/sciadv.ade2540 · Cited by 14 · see citing works
Rlip76: An Unexplored Player in Neurodegeneration and Alzheimer’s Disease?
Hindle, A., Singh, S. P., Pradeepkiran, J. A., Bose, C., Vijayan, M., Kshirsagar, S., Sawant, N. A., & Reddy, P. H. (2022) · International Journal of Molecular Sciences · doi:10.3390/ijms23116098 · Cited by 14 · see citing works
- Authors
- Neel, N. F., Rossman, K. L., Martin, T. D., Hayes, T. K., Yeh, J. J., & Der, C. J.
- Affiliations
- UNC Lineberger Comprehensive Cancer Center (US)
- University of North Carolina at Chapel Hill (US)
- Venue
- Molecular and Cellular Biology
- Publisher
- Informa UK Limited
- Published
- 2012-04-01
- Volume
- 32
- Issue
- 8
- Pages
- 1374-1386
- ISSN
- 0270-7306 (ISSN-L)
- 1098-5549
- PMC
- PMC3318593
- OpenAlex
- W2019761859
- Cited by
- 71
- References
- 2
- Citations by year
- 2026: 3 · 2025: 5 · 2024: 2 · 2023: 4 · 2022: 5 · 2021: 7 · 2020: 6 · 2019: 7 · 2018: 6 · 2017: 6 · 2016: 2 · 2015: 3 · 2014: 7 · 2013: 6 · 2012: 2
- FWCI
- 2.31
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Molecular and Cellular Biology (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Carolina Digital Repository (University of North Carolina at Chapel Hill) (submittedVersion)
- UNC Libraries
- Funders
- American Cancer Society
- Vanderbilt University
- National Institutes of Health (5r01ca042978-30)
- School of Medicine, Vanderbilt University
- National Cancer Institute (CA042978, R01-CA042978, R01CA140424, T32CA071341, CA140424)
- National Institute of General Medical Sciences (T32GM007040)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Protein Kinase Regulation and GTPase Signaling
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Cell Biology › Cellular transport and secretion
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Cell Biology › Cellular Mechanics and Interactions
- Keywords
- RalB, RalA, invadopodia, pancreatic ductal adenocarcinoma, KRAS mutation, tumor invasion, metastasis, exocyst, Sec5, ATPase activity, actin organization, extracellular matrix remodeling
- MeSH terms
- Enzyme Activation, Humans, Neoplasm Invasiveness, Pancreatic Neoplasms, Signal Transduction, ATP-Binding Cassette Transporters, GTPase-Activating Proteins, ral GTP-Binding Proteins, Carcinoma, Pancreatic Ductal, Cell Surface Extensions, Cell Line, Tumor
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review