What Might Have Been
Why is this work in the frame?
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
No Canadian affiliation. An affiliation-only frame — the usual design — would never have seen this work. It is one of the works that make the case for inverting the frame.
Machine scores (provisional)
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
- Teacher spread
- 0.165 · how far apart the two teachers sit on this one work
- Validation status
score_only:v0-immature-baseline· verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it
Abstract
Contents: N.J. Roese, J.M. Olson, Counterfactual Thinking: A Critical Overview. E.P. Seelau, S.M. Seelau, G.L. Wells, P.D. Windschitl, Counterfactual Constraints. M. Kasimatis, G.L. Wells, Individual Differences in Couterfactual Thinking. D. Dunning, S.F. Madey, Comparison Processes in Counterfactual Thought. M.N. McMullen, K.D. Markman, I. Gavanski, Living in Neither the Best Nor the Worst of All Possible Worlds: Antecedents and Consequences of Upward and Downward Counterfactual Thinking. N.J. Roese, J.M. Olson, Functions of Counterfactual Thinking. S.J. Sherman, A.R. McConnell, Dysfunctional Implications of Counterfactual Thinking: When Alternatives to Reality Fail Us. J. Landman, Through a Glass Darkly: Worldviews, Counterfactual Thought, and Emotion. T. Gilovich, V.H. Medvec, Some Counterfactual Determinants of Satisfaction and Regret. F. Gleicher, D.S. Boninger, A. Strathman, D. Armor, J. Hetts, M. Ahn, With an Eye Toward the Future: The Impact of Counterfactual Thinking on Affect, Attitudes, and Behavior. D.T. Miller, B.R. Taylor, Counterfactual Thought, Regret, and Superstition: How to Avoid Kicking Yourself. A.L. McGill, J.G. Klein, Counterfactual and Contrastive Reasoning in Explanations for Performance: Implications for Gender Bias. C.G. Davis, D.R. Lehman, Counterfactual Thinking and Coping With Traumatic Life Events. D. Kahneman, Varieties of Counterfactual Thinking.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
The record
- Venue
- Psychology Press eBooks
- Topic
- Leadership, Behavior, and Decision-Making Studies
- Field
- Decision Sciences
- Canadian institutions
- —
- Funders
- —
- Keywords
- Computer science
- Has abstract in OpenAlex
- yes