The DOI matches its Crossref record; 19 of the 19 references it cites were found in a registry or an index.
Decision Affect Theory: Emotional Reactions to the Outcomes of Risky Options
Abstract
How do people feel about the outcomes of risky options? Results from two experiments demonstrate that the emotional reaction to a monetary outcome is not a simple function of the utility of that outcome Emotional responses also depend on probabilities and unobtained outcomes Unexpected outcomes have greater emotional impact than expected outcomes Furthermore any given outcome is less pleasant if an unobtained outcome is better We propose an account of emotional experiences associated with outcomes of decisions called decision affect theory It incorporates utilities expectations and counterfactual comparisons into hedonic responses Finally we show that choices between risky options can be described as the maximization of expected emotional experiences as predicted by decision affect theory That is people choose the risky option for which they expect to feel better on average
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
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?
In the citing paper
“It is widely acknowledged that emotion plays a role in decision-making, drawing on evidence from numerous behavioral studies using emotional stimuli as well as physiological, neuroimaging, and lesion studies.”
From Thinking like a trader selectively reduces individuals' loss aversion (2009) · cites this paper as [8]
Citations
Cites
Anderson, N. H. (2001) · Psychology Press eBooks · doi:10.4324/9781410600004-24 · Cited by 6,939
The Foundations of Statistics.
Good, I. J., & Savage, L. J. (1955) · Journal of the Royal Statistical Society Series A (General) · doi:10.2307/2343133 · Cited by 4,764
Bower, G. H. (1981) · American Psychologist · doi:10.1037/0003-066x.36.2.129 · Cited by 4,154
Regret Theory: An Alternative Theory of Rational Choice Under Uncertainty
Loomes, G., & Sugden, R. (1982) · The Economic Journal · doi:10.2307/2232669 · Cited by 4,042
Norm theory: Comparing reality to its alternatives.
Kahneman, D. J., & Miller, D. T. (1986) · Psychological Review · doi:10.1037/0033-295x.93.2.136 · Cited by 3,247
Regret in Decision Making under Uncertainty
Bell, D. E. (1982) · Operations Research · doi:10.1287/opre.30.5.961 · Cited by 3,025
Feelings as information: informational and motivational functions of affective states
Schwarz, N. (1989) · OpenGrey (Institut de l'Information Scientifique et Technique) · Cited by 1,954
Kahneman, D. J., & Tversky, A. (1982) · Scientific American · doi:10.1038/scientificamerican0182-160 · Cited by 1,771
The Theory of Statistical Decision
Savage, L. J. (1951) · Journal of the American Statistical Association · doi:10.1080/01621459.1951.10500768 · Cited by 1,262
Disappointment in Decision Making Under Uncertainty
Bell, D. E. (1985) · Operations Research · doi:10.1287/opre.33.1.1 · Cited by 1,260
Research works printed but not linked: 5
- Baron J., 1994, Thinking and deciding
- Chandler J.D., 1969, Behavioral Science, 14, 81
- Janis I.L., 1977, Decision making
- Mellers B.A., 1997, Predicting choices from emotions
- Schwarz N., 1990, Handbook of motivation and cognition, 527
Cited by
Sorted by citations
Items 501–600 of 743
Emotion-Based Reinforcement Learning
Ahn, W., Rass, O., Shin, Y., Busemeyer, J. R., Brown, J. W., & O’Donnell, B. F. (2012) · eScholarship (California Digital Library) · Cited by 6
Metric Scales for Emotion Measurement
Junge, M., & Reisenzein, R. (2016) · Psychological test and assessment modeling · Cited by 6
Modeling the role of feelings in the Iowa Gambling Task.
Hayes, W. M., & Wedell, D. H. (2019) · Decision · doi:10.1037/dec0000116 · Cited by 6
Taking the sting out of choice: Diversification of investments
Avrahami, J., Kareev, Y., & Hart, E. (2014) · Judgment and Decision Making · doi:10.1017/s1930297500006768 · Cited by 6
Who Pays to Win Again? The Joy of Winning in Contest ExperimentsPreprint
Herbst, L. (2016) · SSRN Electronic Journal · doi:10.2139/ssrn.2766934 · Cited by 6
Mellers, B. A. (2004) · Cambridge University Press eBooks · doi:10.1017/cbo9780511806582.017 · Cited by 5
Self-citationResearch letter: the role of customer fear of missing out on purchase intention
An, J., & Ahn, J. (2024) · Current Issues in Tourism · doi:10.1080/13683500.2024.2349692 · Cited by 9
Using theoretical constraints and the TASI taxonomy to delineate predictably replicable findings
Fiedler, K., & Trafimow, D. (2024) · Psychonomic Bulletin & Review · doi:10.3758/s13423-024-02521-4 · Cited by 6
Farolfi, F., Chang, L.-A., & Engelmann, J. B. (2021) · Cambridge University Press eBooks · doi:10.1017/9781108770880.009 · Cited by 5
Reference-Point Theory: An Account of Individual Differences in Risk Preferences
Mellers, B. A., & Yin, S. (2023) · Perspectives on Psychological Science · doi:10.1177/17456916231190393 · Cited by 5
Self-citationOperationalizing a Behavioral Finance Risk Model: A Theoretical and Empirical Framework
Yazdipour, R., & Neace, W. P. (2013) · The Journal of Entrepreneurial Finance · doi:10.57229/2373-1761.1000 · Cited by 6
Dissociable Effects of Task Irrelevant Emotional Information on Decision Making Under Risk
Bandyopadhyay, D., Srinivasan, N., & Pammi, V. S. C. (2013) · Neuroscience of Decision Making · doi:10.2478/ndm-2013-0001 · Cited by 5
Bröder, A., & Hilbig, B. E. (2016) · Springer eBooks · doi:10.1007/978-3-642-53898-8_17 · Cited by 6
Decisions about a crime: downward and upward counterfactuals
Gambetti, E., Nori, R., Marinello, F., Zucchelli, M. M., & Giusberti, F. (2017) · Journal of Cognitive Psychology · doi:10.1080/20445911.2016.1278378 · Cited by 5
Cillo, A., Bonetti, M., Burro, G., Serio, C. D., Filippis, R. D., & Martoni, R. M. (2019) · PLoS ONE · doi:10.1371/journal.pone.0211856 · Cited by 6
Chou, H. (2019) · Electoral Studies · doi:10.1016/j.electstud.2019.04.003 · Cited by 5
Expected Valence Predicts Choice in a Recurrent Decision Task
Jäger, D. T., Boltzmann, M., Rollnik, J. D., & Rüsseler, J. (2020) · Frontiers in Neuroscience · doi:10.3389/fnins.2020.580970 · Cited by 5
Enacting Happiness from Emotions and Moods
Laurent, É., Bague, K., Vegas, C., & Dartevelle, J. (2023) · IntechOpen eBooks · doi:10.5772/intechopen.106954 · Cited by 5
Connectionist agent-based learning in bank-run decision making
Huang, W., & Huang, Q. (2018) · Chaos An Interdisciplinary Journal of Nonlinear Science · doi:10.1063/1.5022222 · Cited by 5
Mattson, R. E., Franco‐Watkins, A. M., & Cunningham, K. (2012) · Psychology · doi:10.4236/psych.2012.39100 · Cited by 5
Overprecision increases subsequent surprise
Schatz, D., & Moore, D. A. (2020) · PLoS ONE · doi:10.1371/journal.pone.0227084 · Cited by 6
A Dynamic Affective Core to bind the Contents, Context, and Value of Conscious ExperiencePreprint
Kishida, K. T., & Sands, L. P. (2021) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2021.05.20.444839 · Cited by 5
A Bayesian decision-theoretic framework for studying motivated reasoningPreprint
Priniski, J. H., Solanki, P., & Horne, Z. (2022) · PsyArXiv (OSF Preprints) · doi:10.31234/osf.io/ngavz · Cited by 7
Decision behaviour and performance in a paired newsvendor: The role of peer effects
Zheng, Y., Gou, Q., Li, J., & Wei, F. (2024) · Journal of the Operational Research Society · doi:10.1080/01605682.2024.2354896 · Cited by 4
Kreamer, L. M., & Rogelberg, S. G. (2024) · Group & Organization Management · doi:10.1177/10596011231223263 · Cited by 6
Expectation-achievement gaps and satisfaction in World Cup football supporters: a quasi-experiment
Robinson, M. A., Davis, M. C., & Unsworth, K. L. (2021) · European Sport Management Quarterly · doi:10.1080/16184742.2021.2007278 · Cited by 6
Ji, J. L., & MacLeod, C. (2023) · Behaviour Research and Therapy · doi:10.1016/j.brat.2023.104353 · Cited by 4
Calculated Feelings: How Children Use Probability to Infer Emotions
Doan, T., Friedman, O., & Denison, S. (2023) · Open Mind · doi:10.1162/opmi_a_00111 · Cited by 4
Work More, Then Feel More: The Influence of Effort on Affective Predictions
Jiga-Boy, G. M., Toma, C., & Corneille, O. (2014) · PLoS ONE · doi:10.1371/journal.pone.0101512 · Cited by 4
An Analysis of Thoughts, Behaviours, and Emotions in Daily Decision-Making
Kalahasthi, R., Bhuptani, P. H., & Kapoor, H. (2017) · Psychological Studies · doi:10.1007/s12646-017-0430-x · Cited by 4
Expectation Regarding Benefit Does Not Determine Gratitude: Implications From an Anchoring Paradigm
Yamamoto, A., & Higuchi, M. (2020) · Japanese Psychological Research · doi:10.1111/jpr.12317 · Cited by 4
Fu, H., Monson, E., & Otto, R. (2021) · Critical Gambling Studies · doi:10.29173/cgs28 · Cited by 3
Marciano, D., Krispin, E., Bourgeois‐Gironde, S., & Deouell, L. Y. (2019) · Judgment and Decision Making · doi:10.1017/s1930297500004873 · Cited by 4
Stommel, E., Gottschalck, N., Hack, A., Eddleston, K. A., Kellermanns, F. W., & Kraiczy, N. D. (2024) · Small Business Economics · doi:10.1007/s11187-024-00880-9 · Cited by 4
The effects of valence‐based and discrete emotional states on aesthetic response
Cheng, Y. (2012) · International Journal of Psychology · doi:10.1080/00207594.2012.741243 · Cited by 4
Çavuşoğlu, S., & Demirağ, B. (2021) · Turk Turizm Arastirmalari Dergisi · doi:10.26677/tr1010.2021.745 · Cited by 4
Rae, D., & Haw, J. (2005) · International Gambling Studies · doi:10.1080/14459790500303386 · Cited by 4
Safety First? The Role of Emotion in Safety Product Betrayal AversionPreprint
Koehler, J. J., & Gershoff, A. D. (2011) · SSRN Electronic Journal · doi:10.2139/ssrn.1755667 · Cited by 4
How Close Is Too Close: The Effect of Near Losses on Subsequent Risk TakingPreprint
Permut, S., Downs, J. S., Saccardo, S., & Loewenstein, G. F. (2021) · SSRN Electronic Journal · doi:10.2139/ssrn.3819009 · Cited by 4
Bennett, D., Fulton, A., & Forbes, L. (2024) · Judgment and Decision Making · doi:10.1017/jdm.2024.29 · Cited by 3
An Empirical Examination of Tourists’ Decision-Making-Based Regret
Pressey, A. D., & Harris, L. C. (2025) · Journal of Travel Research · doi:10.1177/00472875251357830 · Cited by 3
An exploratory investigation of the impact of evaluation context on ambiguity aversion
Güney, Ş., & Newell, B. (2019) · Judgment and Decision Making · doi:10.1017/s193029750000437x · Cited by 1
Xu, T., Wang, E., Yang, Z., Zhou, X., & Zheng, G. (2025) · Journal of Retailing and Consumer Services · doi:10.1016/j.jretconser.2025.104408 · Cited by 3
Bi, Y., Liu, P., Li, S., & Zhang, B. (2016) · Journal of Behavioral Decision Making · doi:10.1002/bdm.1974 · Cited by 3
Surprise labels increase indulgent food portion size choice
Schumacher, A., Goukens, C., & Geyskens, K. (2020) · Food Quality and Preference · doi:10.1016/j.foodqual.2020.103919 · Cited by 3
Disaster description vividness and intention to donate: The mediating role of sympathy
Yuan, P., Liu, Y., Cheng, Y., & Yuan, Y. (2022) · Social Behavior and Personality An International Journal · doi:10.2224/sbp.11553 · Cited by 3
Probabilistic Outcomes Are Valued Less in Expectation, Even Conditional on Their Realization
Paolacci, G., & André, Q. (2023) · Management Science · doi:10.1287/mnsc.2021.02284 · Cited by 3
How do emotions respond to outcome values and influence choice?
Grimani, A., Yemiscigil, A., Wang, Q., Kirilov, G., Kudrna, L., & Vlaev, I. (2024) · Psychological Research · doi:10.1007/s00426-024-02001-3 · Cited by 10
Intensity of Caring About an Action’s Side-Effect Mediates Attributions of Actor’s Intentions
Liao, Y., Sun, Y., Li, H., Deák, G. O., & Feng, W. (2018) · Frontiers in Psychology · doi:10.3389/fpsyg.2018.01329 · Cited by 3
An experimental investigation on the dark side of emotions and its aftereffects
Ibanez, L., & Saadaoui, H. (2022) · PLoS ONE · doi:10.1371/journal.pone.0274284 · Cited by 3
MAKNA KOMPETENSI EMOSI BAGI MANAJER DALAM PENGAMBILAN KEPUTUSAN
Hamid, A. N. (2016) · Publikasi Pendidikan · doi:10.26858/publikan.v6i2.1903 · Cited by 3
Anticipating a regrettable purchase
Sevdalis, N., Kokkinaki, F., & Harvey, N. (2008) · Marketing Intelligence & Planning · doi:10.1108/02634500810879287 · Cited by 3
Rázuri, J. G. (2015) · DiVA (Stockholm University) · Cited by 3
Valenti, G., & Libby, L. K. (2017) · Personality and Social Psychology Bulletin · doi:10.1177/0146167217711916 · Cited by 3
The Effect of Surprise on Customer Satisfaction: The Moderating Role of Status Consumption
Hsu, Y.-H., Fang, W., & Tseng, W.-Y. (2016) · International journal of business and information/International journal of business & information · doi:10.6702/ijbi.2016.11.2.4 · Cited by 3
Li, X. (2020) · American Journal of Industrial and Business Management · doi:10.4236/ajibm.2020.102018 · Cited by 3
Phillips, P. J., & Pohl, G. (2020) · Aggression and Violent Behavior · doi:10.1016/j.avb.2020.101394 · Cited by 3
Consumer Evaluation of Brand Deletion and Feedback Effect: a Motivational Approach
Goorha, S. (2007) · ACR North American Advances · Cited by 3
Surprise in decision making under uncertainty
Brandstätter, E., Kühberger, A., & SCHNEIDER, F. G. (1999) · Cited by 3
Manipulating Hedonic Strategies of Choice
Schwartz, A., Mellers, B. A., & Metzger, T. (1999) · Springer eBooks · doi:10.1007/978-1-4615-5089-1_5 · Cited by 3
Self-citationEmotional anticipation of future vocational transitions: A person-centered approachPreprint
Parmentier, M. (2021) · PsyArXiv (OSF Preprints) · doi:10.31234/osf.io/8mxy5 · Cited by 4
Yi-long, L., Lu, Y., Ren, X., & Zhang, H. (2025) · Cognitive Psychology · doi:10.1016/j.cogpsych.2025.101713 · Cited by 5
“Buy on the Rumor” and “Sell on the News”
Peterson, R. L. (2006) · Elsevier eBooks · doi:10.1016/b978-012088438-4.50030-7 · Cited by 2
Das Problem der Ungewissheit auf den Finanzmärkten und das Wissen um das „gute Gefühl“
Senge, K. (2017) · Springer eBooks · doi:10.1007/978-3-658-17918-2_3 · Cited by 2
The Influence of Emotion on Decision-Making and Its Neural Mechanism
夏, 诗. (2022) · Advances in Psychology · doi:10.12677/ap.2022.122043 · Cited by 2
Wellman, R. J., & Sugarman, D. B. (2006) · Basic and Applied Social Psychology · doi:10.1207/s15324834basp2801_7 · Cited by 2
Computational Models of Emotion and Cognition-Emotion Interaction
Hudlická, E. (2023) · Cambridge University Press eBooks · doi:10.1017/9781108755610.035 · Cited by 2
Marciano, D., Bellier, L., Mayer, I., Ruvalcaba, M., Lee, S., Hsu, M., & Knight, R. T. (2023) · Communications Biology · doi:10.1038/s42003-023-05199-x · Cited by 2
Children's understanding of mind and emotion: Implications for mental health
Lagattuta, K. H., Kramer, H. J., Miramontes, M., Wu, Y., & Lara, K. H. (2024) · Elsevier eBooks · doi:10.1016/b978-0-323-95604-8.00014-9 · Cited by 2
Get over it: How goodwill overcomes the negative effects of corporate and service failures
Allen, A. M. (2014) · Cited by 2
Entscheiden unter Unsicherheit
Pfister, H. R., Jungermann, H., & Fischer, K. (2016) · Springer eBooks · doi:10.1007/978-3-662-53038-2_6 · Cited by 2
The Moderating Role of Involvement on the Overchoice Effect in Retail Decision Making
Vieira, V. A. (2017) · Journal of Relationship Marketing · doi:10.1080/15332667.2016.1242399 · Cited by 2
The Influence of Critical Audit Matters in the US on the Informativeness of Investors
Spaargaren, E., Sikalidis, A., Γεωργακόπουλος, Γ., & Grose, C. (2022) · Scientific Annals of Economics and Business · doi:10.47743/saeb-2022-0017 · Cited by 2
Relative Income Concerns, Dismissal, and the Use of Pay-for-Performance
Demougin, D., & Upton, H. (2022) · The B E Journal of Theoretical Economics · doi:10.1515/bejte-2021-0107 · Cited by 2
The appeal of the underdog: Definition of the construct and implications for the self
Goldschmied, N. P. (2007) · Digital Commons - University of South Florida (University of South Florida) · Cited by 2
A Cognitive Approach to Human Decision Making
Raufaste, É., & Hilton, D. (2009) · Wiley eBooks · doi:10.1002/9780470611876.ch12 · Cited by 2
Roe, B. E., & Haab, T. C. (2007) · SSRN Electronic Journal · doi:10.2139/ssrn.1001336 · Cited by 2
The Role of Affect in Commercializing New Ideas
Adomdza, G. K. (2008) · UWSpace (University of Waterloo) · Cited by 2
How Do Agents React to Dynamic Wage Increases? An Experimental StudyPreprint
Sliwka, D., & Werner, P. (2016) · SSRN Electronic Journal · doi:10.2139/ssrn.2757965 · Cited by 2
The interaction between emotion and economic decision-making
Charpentier, C. J. (2016) · UCL Discovery (University College London) · Cited by 2
Collaboration for Complexity - Team Competencies for Engaging Complex Social Challenges
Matic, G. (2017) · OCAD University Open Research Repository (OCAD University) · doi:10.13140/rg.2.2.30251.34080 · Cited by 2
Essays on Financial Risk Taking and Embedded Heuristics
Stimmler, M. K. (2013) · eScholarship (California Digital Library) · Cited by 2
Perceived Fairness of Differential Customer Treatment
Mayser, S. (2011) · mediaTUM – the media and publications repository of the Technical University Munich (Technical University Munich) · Cited by 2
A Prospect Theory Account of the “Hot” Columbia Card TaskPreprint
Pedroni, A., Rieskamp, J., Pachur, T., Frey, R., Westfall, J. E., & Figner, B. (2018) · PsyArXiv (OSF Preprints) · doi:10.31234/osf.io/g7zr3 · Cited by 2
Feelings Not Foregone: Underestimating Affective Reactions to What Does Not HappenPreprint
Andrade, E. B., & Leaf Van Boven, A. (2012) · SSRN Electronic Journal · doi:10.2139/ssrn.1479751 · Cited by 2
Emotional anticipation of future vocational transitions: A person-centered approachPreprint
Parmentier, M. (2022) · Thesis Commons (OSF Preprints) · doi:10.31237/osf.io/s9ebk · Cited by 2
Effort Expenditure Increases Risk-Taking for Improbable Rewards
Jiang, H., & Zheng, Y. (2024) · Personality and Social Psychology Bulletin · doi:10.1177/01461672231218746 · Cited by 1
Pelletier, P., & Drozda‐Senkowska, E. (2024) · International Journal of Social Psychology Revista de Psicología Social · doi:10.1177/02134748241249879 · Cited by 1
Bröder, A., & Hilbig, B. E. (2024) · Springer eBooks · doi:10.1007/978-3-662-68476-4_18 · Cited by 1
The thalamus network seems responsible for the depression and anxiety affecting risk-taking
Bahri, M., Farrahi, H., Mahdavinataj, H., & Batouli, S. A. H. (2025) · Psychiatry Research Neuroimaging · doi:10.1016/j.pscychresns.2025.112003 · Cited by 1
Age differences in the effects of task difficulty and outcome on affective forecasting bias
Liu, Y., Hong, Y., Wang, N., Zhang, X.-J., & Xu, G. (2025) · Personality and Individual Differences · doi:10.1016/j.paid.2025.113331 · Cited by 1
Jäger, D. T., & Rüsseler, J. (2025) · Frontiers in Psychology · doi:10.3389/fpsyg.2025.1570369 · Cited by 1
Heightened Affective Reactivity Is Associated With More-Severe Symptoms of Emotional Disorders
Fulton, A., Forbes, L., Sundram, S., & Bennett, D. (2026) · Clinical Psychological Science · doi:10.1177/21677026251393622 · Cited by 1
Singh, S. P., Fournier, P., & Roy, J. (2026) · Political Psychology · doi:10.1111/pops.70104 · Cited by 1
Cutting losses with regret: An experiment on the disposition effect
Raeva, D., & Ellis, D. (2026) · Journal of Behavioral and Experimental Finance · doi:10.1016/j.jbef.2026.101203 · Cited by 1
Incorporating An Affective Component To A Cognitive Model Of Brand Switching Barriers
Richarme, M. (2007) · UTA ResearchCommons (University of Texas Arlington) · Cited by 1
Bandyopadhyay, D., Srinivasan, N., & Pammi, V. S. C. (2015) · Psychological Studies · doi:10.1007/s12646-015-0314-x · Cited by 1
Effects of immediacy of feedback on estimations and performance
Fajfar, P. F., Campitelli, G., & Labollita, M. (2012) · Australian Journal of Psychology · doi:10.1111/j.0004-9530.2011.00048.x · Cited by 1
Ramirez, P. A. (2010) · UTA ResearchCommons (University of Texas Arlington) · Cited by 1
Close counterfactuals and almost doing the impossible
Doan, T., Denison, S., & Friedman, O. (2023) · Psychonomic Bulletin & Review · doi:10.3758/s13423-023-02335-w · Cited by 1
Metadata
- Authors
- Mellers, B. A., Schwartz, A., Ho, K., & Ritov, I.
- Affiliations
- The Ohio State University (US)
- University of California, Berkeley (US)
- Boston University (US)
- Ben-Gurion University of the Negev (IL)
- Corresponding author
- Mellers, Barbara A
- Venue
- Psychological Science
- Publisher
- SAGE Publications
- Published
- 1997-11
- Volume
- 8
- Issue
- 6
- Pages
- 423-429
- ISSN
- 0956-7976 (ISSN-L)
- 1467-9280
- OpenAlex
- W2125458573
- Cited by
- 736
- References
- 19
- Citations by year
- 2026: 18 · 2025: 12 · 2024: 35 · 2023: 41 · 2022: 21 · 2021: 39 · 2020: 31 · 2019: 29 · 2018: 32 · 2017: 39 · 2016: 26 · 2015: 34 · 2014: 27 · 2013: 47 · 2012: 31
- FWCI
- 7.75
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Psychological Science (publishedVersion)
- Topics
- Social Sciences › Decision Sciences › General Decision Sciences › Decision-Making and Behavioral Economics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Experimental Behavioral Economics Studies
- Keywords
- potential outcomes, hedonic response, risk preferences
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