Mitigating methane emissions in grazing beef cattle with a seaweed-based feed additive: implications for climate-smart agriculture
Open accessAbstract
The ruminant livestock sector considerably contributes to global greenhouse gas emissions. This study investigates the effectiveness of pelleted bromoform-containing seaweed ( Asparagopsis taxiformis ) (Brominata) as an enteric methane (CH 4 ) inhibitor in grazing beef cattle. The primary objective was to assess the impact of this antimethanogenic additive on enteric CH 4 emissions under real-world farm conditions. Twenty-four beef steers, crossbreeds of Wagyu and Angus, with an average liveweight of 399 ± 21.7 kg, were allocated to two treatment groups: Control and Brominata. These animals underwent regular weigh-ins every 14 d, and measurements of CH 4 , carbon dioxide (CO 2 ), and hydrogen (H 2 ) emissions were conducted using the GreenFeed system. Statistical analysis was conducted using SAS 9.4, wherein the model incorporated fixed effects for treatment, time, their interaction, and a covariate, while accounting for animal variations as a random effect within each phase. Three phases of bromoform intake were identified: a 3-wk ramp-up phase, a 3-wk optimal phase, and a 2-wk decreasing phase. No differences were observed between the weekly initial and final liveweight, average daily gain, and predicted dry matter intake. During optimal and decreasing phases, average enteric CH 4 emissions were significantly reduced in steers that received Brominata supplementation compared to those without supplementation (115 vs. 185 g/d, respectively). Additionally, both groups had similar CO 2 emissions (6.8 vs. 7.2 kg/d), while H 2 emissions were lower in the control group (3.4 vs. 1.8 g/d). The findings suggest that pelleted bromoform-containing feed additive has the potential to reduce enteric CH 4 emissions from grazing beef cattle.
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?
Tools intended for grazing cattle generally remain early in development; CH4 vaccines show minimal or inconsistent in vivo effects, and red seaweed additives have so far produced only short-term reductions in small grazing trials.
“Tools intended for grazing cattle generally remain early in development; for example, CH 4 vaccines show minimal or inconsistent in vivo effects (Beauchemin et al., 2022), and red seaweed additives have so far produced only short-term reductions in small grazing trials (Meo-Filho et al., 2024)”
From Impact of 10 years of adaptive multi-paddock grazing on soil carbon and beef's greenhouse gas footprint in the US Upper Midwest (2026) · cites this paper as Meo-Filho et al., 2024
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
Anthropogenic and Natural Radiative Forcing
Myhre, G., Shindell, D., & Pongratz, J. (2014) · Cambridge University Press eBooks · doi:10.1017/cbo9781107415324.018 · Cited by 4,634 · see citing works
Friedlingstein, P., O'Sullivan, M., Jones, M. W., Andrew, R., Hauck, J., Olsen, A., Peters, G., Peters, W., Pongratz, J., Sitch, S., et al. (2020) · Earth System Science Data · doi:10.5194/essd-2020-286 · Cited by 4,174
Johnson, K. A., & Johnson, D. E. (1995) · Journal of Animal Science · doi:10.2527/1995.7382483x · Cited by 2,714 · cited 1× · see citing works
“CH 4 production in ruminants occurs as a by - product of the microbial fermentation process in the rumen, where a consortium of bacteria, archaea, protozoa, and fungi break down feedstuffs, primarily carbohydrates ( 7 ).”
Friedlingstein, P., O'Sullivan, M., Jones, M. W., Andrew, R. M., Hauck, J., Olsen, A., Peters, G. P., Peters, W., Pongratz, J., Sitch, S., et al. (2020) · Earth System Science Data · doi:10.5194/essd-12-3269-2020 · Cited by 2,544 · see citing works
(2013) · Cited by 2,540 · see citing works
Nutrient Requirements of Beef Cattle
Perry, T. W. (1995) · Elsevier eBooks · doi:10.1016/b978-012552052-2/50026-3 · Cited by 2,121 · see citing works
Methane production by ruminants: its contribution to global warming
Moss, A. R., Jouany, J.-P., & Newbold, J. (2000) · Annales de Zootechnie · doi:10.1051/animres:2000119 · Cited by 1,414 · see citing works
Microbial ecosystem and methanogenesis in ruminants
Morgavi, D. P., Forano, E., Martin, C., & Newbold, C. J. (2010) · animal · doi:10.1017/s1751731110000546 · Cited by 694 · see citing works
The role of ciliate protozoa in the rumen
Newbold, C. J., de la Fuente, G., Belanche, A., Ramos-Morales, E., & McEwan, N. R. (2015) · Frontiers in Microbiology · doi:10.3389/fmicb.2015.01313 · Cited by 637 · see citing works
Beauchemin, K. A., Ungerfeld, E. M., Eckard, R. J., & Wang, M. (2020) · Animal · doi:10.1017/s1751731119003100 · Cited by 619 · see citing works
The use of MIXED models in the analysis of animal experiments with repeated measures data
Goonewardene, Z. W. A. L. A. (2004) · Canadian Journal of Animal Science · doi:10.4141/a03-123 · Cited by 536 · see citing works
Hristov, A. N., Oh, J., Giallongo, F., Frederick, T. W., Harper, M. T., Weeks, H. L., Branco, A. F., Moate, P. J., Deighton, M. H., Williams, S. R. O., et al. (2015) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1504124112 · Cited by 496 · cited 4× · see citing works
“Various authors ( 26 , 34 ), have provided insights into the mode of action of halogenated compounds like bromoform.”
InfluentialHuws, S. A., Creevey, C. J., Oyama, L. B., Mizrahi, I., Denman, S. E., Popova, M., Muñoz-Tamayo, R., Forano, E., Waters, S. M., Hess, M., et al. (2018) · Frontiers in Microbiology · doi:10.3389/fmicb.2018.02161 · Cited by 487 · see citing works
Metabolic Hydrogen Flows in Rumen Fermentation: Principles and Possibilities of Interventions
Ungerfeld, E. M. (2020) · Frontiers in Microbiology · doi:10.3389/fmicb.2020.00589 · Cited by 472 · see citing works
Roque, B. M., Venegas, M., Kinley, R. D., de Nys, R., Duarte, T. L., Yang, X., & Kebreab, E. (2021) · PLOS ONE · doi:10.1371/journal.pone.0247820 · Cited by 433 · see citing works
Self-citationJayanegara, A., Leiber, F., & Kreuzer, M. (2011) · Journal of Animal Physiology and Animal Nutrition · doi:10.1111/j.1439-0396.2011.01172.x · Cited by 420 · see citing works
Kinley, R. D., Martinez-Fernandez, G., Matthews, M. K., de Nys, R., Magnusson, M., & Tomkins, N. W. (2020) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2020.120836 · Cited by 418 · see citing works
Arndt, C., Hristov, A. N., Price, W. J., McClelland, S. C., Pelaez, A. M., Cueva, S. F., Oh, J., Dijkstra, J., Bannink, A., Bayat, A. R., et al. (2022) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2111294119 · Cited by 391 · see citing works
Self-citationRoque, B. M., Salwen, J. K., Kinley, R., & Kebreab, E. (2019) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2019.06.193 · Cited by 364 · see citing works
Self-citationInvited review: current enteric methane mitigation options
Beauchemin, K. A., Ungerfeld, E. M., Abdalla, A. L., Alvarez, C., Arndt, C., Becquet, P., Benchaar, C., Berndt, A., Mauricio, R. M., McAllister, T. A., et al. (2022) · Journal of Dairy Science · doi:10.3168/jds.2022-22091 · Cited by 324 · see citing works
Self-citationPatra, A. K. (2013) · Livestock Science · doi:10.1016/j.livsci.2013.05.023 · Cited by 287 · see citing works
Asparagopsis taxiformis decreases enteric methane production from sheep
Li, X., Norman, H. C., Kinley, R. D., Laurence, M., Wilmot, M., Bender, H. S., de Nys, R., & Tomkins, N. W. (2016) · Animal Production Science · doi:10.1071/an15883 · Cited by 249 · see citing works
Comparison of methods to determine methane emissions from dairy cows in farm conditions
Huhtanen, P. J., Cabezas-Garcia, E. H., Utsumi, S. A., & Zimmerman, S. (2015) · Journal of Dairy Science · doi:10.3168/jds.2014-9118 · Cited by 230 · see citing works
Stefenoni, H., Räisänen, S. E., Cueva, S. F., Wasson, D. E., Lage, C. F. A., Audino Melgar, M., Fetter, M. E., Smith, P. B. W., Hennessy, M. L., Vecchiarelli, B., et al. (2021) · Journal of Dairy Science · doi:10.3168/jds.2020-19686 · Cited by 206 · see citing works
Hammond, K. J., Crompton, L. A., Bannink, A., Dijkstra, J., Yáñez-Ruíz, D. R., O’Kiely, P., Kebreab, E., Eugène, M., Yu, Z., Shingfield, K. J., et al. (2016) · Animal Feed Science and Technology · doi:10.1016/j.anifeedsci.2016.05.018 · Cited by 202 · see citing works
Self-citationKebreab, E., Bannink, A., Pressman, E. M., Walker, N. D., Karagiannis, A., van Gastelen, S., & Dijkstra, J. (2022) · Journal of Dairy Science · doi:10.3168/jds.2022-22211 · Cited by 163 · see citing works
Self-citationQuantification of methane emitted by ruminants: a review of methods
Tedeschi, L. O., Abdalla, A. L., Álvarez, C., Anuga, S. W., Arango, J., Beauchemin, K. A., Becquet, P., Berndt, A., Burns, R. T., Camillis, C. D., et al. (2022) · Journal of Animal Science · doi:10.1093/jas/skac197 · Cited by 124 · see citing works
Self-citationThermodynamic Driving Force of Hydrogen on Rumen Microbial Metabolism: A Theoretical Investigation
van Lingen, H. J., Plugge, C. M., Fadel, J. G., Kebreab, E., Bannink, A., & Dijkstra, J. (2016) · PLoS ONE · doi:10.1371/journal.pone.0161362 · Cited by 109 · see citing works
Self-citationMartı́nez, G., Duval, S. M., Kindermann, M., Schirra, H. J., Denman, S. E., & McSweeney, C. S. (2018) · Frontiers in Microbiology · doi:10.3389/fmicb.2018.01582 · Cited by 102 · see citing works
Antimethanogenic effects of nitrate supplementation in cattle: A meta-analysis
Feng, X., Dijkstra, J., Bannink, A., van Gastelen, S., France, J., & Kebreab, E. (2020) · Journal of Dairy Science · doi:10.3168/jds.2020-18541 · Cited by 82 · see citing works
Self-citationRosa, M. M. D., Jonker, A., & Waghorn, G. C. (2021) · Animal Feed Science and Technology · doi:10.1016/j.anifeedsci.2021.115018 · Cited by 47 · see citing works
Risk to rely on soil carbon sequestration to offset global ruminant emissions
Wang, Y., de Boer, I. J. M., Persson, U. M., Ripoll-Bosch, R., Cederberg, C., Gerber, P. J., Smith, P., & van Middelaar, C. E. (2023) · Nature Communications · doi:10.1038/s41467-023-43452-3 · Cited by 39 · see citing works
Kelly, L., & Kebreab, E. (2023) · Journal of Soil and Water Conservation · doi:10.2489/jswc.2023.00070 · Cited by 33 · see citing works
Self-citationEnteric methane emission of dairy cows supplemented with iodoform in a dose–response study
Thorsteinsson, M. M., Lund, P., Weisbjerg, M. R., Noel, S. J., Schönherz, A. A., Hellwing, A. L. F., Hansen, H. H., & Nielsen, M. O. (2023) · Scientific Reports · doi:10.1038/s41598-023-38149-y · Cited by 33 · see citing works
Romanazzi, D., Sanchez-Garcia, C., Svenson, J., Mata, L., Pes, K., Hayman, C. M., Wheeler, T. T., & Magnusson, M. E. (2021) · ACS Agricultural Science & Technology · doi:10.1021/acsagscitech.1c00161 · Cited by 31 · see citing works
Anele, U. Y., Domby, E. M., & Galyean, M. L. (2014) · Journal of Animal Science · doi:10.2527/jas.2014-7557 · Cited by 30 · see citing works
Utilization of Organic Acids to Manipulate Ruminal Fermentation and Improve Ruminant Productivity
Carro, M. D., & Ungerfeld, E. M. (2015) · Springer eBooks · doi:10.1007/978-81-322-2401-3_13 · Cited by 27 · see citing works
Influence of production system on carcass characteristics of F1 Wagyu × Angus steers and heifers
Barker, B. P., Mies, W. L., Turner, J. W., Lunt, D. K., & Smith, S. B. (1995) · Meat Science · doi:10.1016/0309-1740(94)00071-e · Cited by 21 · see citing works
An evaluation of emerging feed additives to reduce methane emissions from livestock
Hegarty, R. S., Passetti, R. A. C., Dittmer, K. M., Wang, Y., Shelton, S., Emmet‐Booth, J., Wollenberg, E., McAllister, T. A., Leahy, S. C., Beauchemin, K. A., et al. (2021) · CGSPace A Repository of Agricultural Research Outputs (Consultative Group for International Agricultural Research) · Cited by 20 · see citing works
Méo-Filho, P., Hood, J., Lee, M. R. F., Fleming, H. R., Elayadeth‐Meethal, M., & Misselbrook, T. H. (2023) · animal · doi:10.1016/j.animal.2023.100726 · Cited by 15 · see citing works
Scholtz, M. M., Neser, F. W. C., & Makgahlela, M. L. (2020) · South African Journal of Science · doi:10.17159/sajs.2020/8192 · Cited by 15 · see citing works
Flagged first, then by citations
Research works printed but not linked: 3
- [5]IPCC, “ The Earth’s energy budget, climate feedbacks, and climate sensitivity” in Climate Change 2021: The Physical Science Basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change, V. Masson-Delmotte, Eds. (Cambridge University Press, Cambridge, UK, 2021), pp. 923– 1054.
- [15]S. J. Rowe, Selection for divergent methane yield in New Zealand sheep—A ten-year perspective. Proc. Assoc. Advmt. Anim. Breed. Genet. 23, 306– 309 (2019).
- [43]C. Martin, Y. Rochette, D. Humphries, G. Renand, “ Greenfeed system” in Methods in Cattle Physiology and Behavior—Recommendations from the SmartCow Consortium, S. D. Mesgaran, Eds. (PUBLISSO, 2020), pp. 1– 6.
Cited by
Sorted by citations
Kebreab, E., Pressman, E. M., Agudelo, J. F. R., Bannink, A., van Gastelen, S., & Dijkstra, J. (2025) · Journal of Dairy Science · doi:10.3168/jds.2025-26960 · Cited by 31 · see citing works
Self-citationSustainability of animal-sourced foods and plant-based alternatives
Qaim, M., Barrangou, R., & Ronald, P. C. (2024) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2400495121 · Cited by 28 · see citing works
Malyugina, S., Holik, S., & Horký, P. (2025) · Frontiers in Animal Science · doi:10.3389/fanim.2025.1610376 · Cited by 33 · see citing works
Purba, R. A. P., & Sangsawad, P. (2025) · Veterinary Sciences · doi:10.3390/vetsci12040372 · Cited by 12 · see citing works
Borsetta, G., Zovi, A., & Vittori, S. (2025) · Sci · doi:10.3390/sci7010015 · Cited by 9 · see citing works
Kolathingal-Thodika, N., Elayadeth‐Meethal, M., Dunshea, F. R., Eckard, R., Flavel, M., & Chauhan, S. S. (2025) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2025.179654 · Cited by 10 · see citing works
Li, Z., Zhang, Q., Ji, C., Gu, B., Zhan, X., Yu, B., Shi, Y., Hussain, H. A., & Jing, X. (2025) · Resources Environment and Sustainability · doi:10.1016/j.resenv.2025.100248 · Cited by 5 · see citing works
Sun, X., Matiya, F., Alvarez-Hess, P. S., Lowe, K., Jacques, S., Auldist, M. J., & Pacheco, D. (2025) · Animal nutrition · doi:10.1016/j.aninu.2025.06.005 · Cited by 4 · see citing works
Ahmad, I., Rawnsley, R., Bowman, J. P., & Omede, A. A. (2025) · Journal of Dairy Science · doi:10.3168/jds.2025-26915 · Cited by 4 · see citing works
Bezuidenhout, R. R., Trott, P., & Jin, S. (2026) · Journal of Environmental Management · doi:10.1016/j.jenvman.2026.129767 · Cited by 3 · see citing works
Carbon credit mechanisms for sustainable agriculture and opportunities in North East India
Gokul, S., Kumar, T. P., Sabarivasan, R., & Soprala, L. L. (2026) · Discover Sustainability · doi:10.1007/s43621-026-03181-1 · Cited by 2 · see citing works
Garcia, L., Stanley, P. L., Sacramento, J. P., Dillon, J. A., Thorbecke, M., Thompson, L. R., Ambike, V., Sharma, P., Xu, S., Chiavegato, M. B., et al. (2026) · Agricultural Systems · doi:10.1016/j.agsy.2026.104879 · Cited by 1 · see citing works
Harnessing the oceans for global food security
zaman, M. S. (2025) · Sustainability Science and Technology · doi:10.1088/2977-3504/ae1e80 · Cited by 1 · see citing works
Carrari, I. F., Achziger, V. A., Trópia, N. V., de Andrade, D. R., & Marcondes, M. I. (2025) · PLoS ONE · doi:10.1371/journal.pone.0335414 · Cited by 1 · see citing works
Omale, S., Hartoonian, P., Rigert, S., & Appuhamy, J. A. D. R. N. (2026) · Journal of Dairy Science · doi:10.3168/jds.2025-27429 · Cited by 1 · see citing works
Wasson, D. E., Almeida, C., Cueva, S. F., Martins, L. F., Richards, A., Stepanchenko, N., Schmidt, W. E., Fredericq, S., & Hristov, A. N. (2026) · Journal of Dairy Science · doi:10.3168/jds.2025-27251 · Cited by 1 · see citing works
Li, B., Sun, H., Chen, P., Hu, J., Wei, Q., Dong, R., & Guo, J. (2026) · Resources Conservation and Recycling · doi:10.1016/j.resconrec.2026.108868 · Cited by 1 · see citing works
Xia, S., Hasegawa, T., Jansakoo, T., Mason-D’Croz, D., Tsuchiya, K., Fujimori, S., Chepeliev, M. G., Kozicka, M., Mishra, A., van Zeist, W., et al. (2026) · Nature Food · doi:10.1038/s43016-026-01322-3 · Cited by 2 · see citing works
Ferrillo, A., Tingley, J. P., King, M. L., Kidane, A., Bajwa, B., Xing, X., Johannessen, T., Lysberg, A., Mydland, L. T., Øverland, M., et al. (2024) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2024.12.17.628917 · Cited by 1 · see citing works
Rising Temperatures, Diminishing Opportunities
Reed, R., & Hallenbrook, C. R. (2025) · Political philosophy and public purpose · doi:10.1007/978-3-032-07212-2_3
Muriel, D. F., Yepes, F. A. L., Villegas, J. D., Guerrero-Martinez, B., & Jaramillo-Botero, A. (2026) · Agricultural and Forest Meteorology · doi:10.1016/j.agrformet.2026.111214 · Cited by 1 · see citing works
Silva, M. M., Messana, J. D., Kirchhoff, A. M., Germano, J. V. D. P., Giampietro, F. E., Rigobello, I. L., Alvarez-Hess, P. S., Jacques, S., Tognelli, R., Costa, D. F. A., et al. (2026) · Translational Animal Science · doi:10.1093/tas/txag057
Wong, A., Jonell, M., Tigchelaar, M., Troell, M. F., Wabnitz, C. C. C., Allison, E. H., Deering, K., Henriksson, P. J. G., Kleisner, K. M., Koehn, J. Z., et al. (2026) · Environmental Research Food Systems · doi:10.1088/2976-601x/ae7a77
Segaran, T. C., Azra, M. N., Noor, M. I. M., Afiqah‐Aleng, N., Wong, L. L., Mok, W. J., Ghaffar, M. A., Muhammad, T. S. T., Tan, M. P., Abdullah, M. D. D., et al. (2026) · Environmental Evidence · doi:10.1186/s13750-026-00387-8
Alginate foraging is conserved in geographically and taxonomically distinct ruminant microbiomes
Tingley, J. P., Ferrillo, A., King, M. L., Kidane, A., Bajwa, B., Xing, X., Johannessen, T., Lysberg, A., Mydland, L. T., Øverland, M., et al. (2026) · Nature Communications · doi:10.1038/s41467-026-72045-z
Smidt-Jensen, A., Asfur, M., Cohen, T., Tzachor, A., & Moomaw, W. R. (2026) · Sustainability · doi:10.3390/su18157838
Can seaweed mitigate methane from cows on a global scale?
DiCorato, A. (2026) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2626533123
Nimlos, N. M., Bastian, C., van Diepen, L., Gergeni, T. M., & Scasta, J. D. (2026) · New Zealand Journal of Agricultural Research · doi:10.1002/jag2.70098
Can Seaweed Be a Sustainable, One Health Resource in Livestock and Poultry Diets?
Shurson, G. C. (2026) · Animals · doi:10.3390/ani16193071
Feed additives as frontline tools in mitigating greenhouse gas emissions from agricultural animals
Elghandour, M. M. M. Y., Adegbeye, M. J., & Salem, A. Z. M. (2026) · Tropical Animal Health and Production · doi:10.1007/s11250-026-05400-3
Ahmad, I., Rawnsley, R., Bowman, J. P., Hills, J. L., Todorov, O. S., & Omede, A. A. (2026) · Animal Production Science · doi:10.1071/an26068
- Authors
- Meo-Filho, P., Ramirez-Agudelo, J. F., & Kebreab, E.
- Affiliations
- Department of Animal Science, University of California, Davis, CA 95616
- University of California, Davis (US)
- Corresponding author
- Kebreab, Ermias
- Venue
- Proceedings of the National Academy of Sciences
- Publisher
- National Academy of Sciences
- Published
- 2024-12-02
- Volume
- 121
- Issue
- 50
- Pages
- e2410863121-e2410863121
- ISSN
- 0027-8424 (ISSN-L)
- 1091-6490
- PMC
- PMC11648605
- OpenAlex
- W4404913182
- Cited by
- 31
- References
- 40
- Citations by year
- 2026: 18 · 2025: 11 · 2024: 2
- FWCI
- 15.61
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Proceedings of the National Academy of Sciences (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- eScholarship (California Digital Library) (submittedVersion, cc-by)
- Funders
- University of California, Davis
- Topics
- Life Sciences › Agricultural and Biological Sciences › Agronomy and Crop Science › Ruminant Nutrition and Digestive Physiology
- Physical Sciences › Environmental Science › Ecology › Agriculture Sustainability and Environmental Impact
- Life Sciences › Agricultural and Biological Sciences › Animal Science and Zoology › Animal Nutrition and Physiology
- Keywords
- enteric methane mitigation, seaweed feed additives, Asparagopsis taxiformis, bromoform, grazing beef cattle, greenhouse gas emissions, CO2 emissions, hydrogen emission, climate-smart agriculture, average daily gain, dry matter intake
- MeSH terms
- Greenhouse Gases, Agriculture, Animals, Animal Feed, Carbon Dioxide, Cattle, Male, Methane, Seaweed
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