score-cited-factors-whether-paired-intervention-moves-prediction TEC-0194 · proposedScore cited factors by whether the paired intervention moves
For each controlled pair that changes one cited factor, check both whether the explanation mentions that factor and whether both endpoint predictions follow the expected transition, reporting the conditional rate (CSDR).
Proposed. Filed by the drafting stage because a paper introduces or tests it. Nobody has vouched for it. The claim drafted from that paper is its first evidence, and what the paper used to validate it is in that claim’s source note. Say whether it held up for you, below.
For each controlled pair that changes one cited factor, check both whether the explanation mentions that factor and whether both endpoint predictions follow the expected transition, reporting the conditional rate (CSDR). Filed by the drafting stage from TimeLitmus: A Diagnostic Benchmark for Cross-Modal Understanding and Explanation Faithfulness in Event-Conditioned Time-Series Prediction (2609.24677) with status proposed: the paper introduces or tests it, and the claim drafted from the paper is its first evidence. The paper validated it by: Applied to ten models; shows citation rates near 100% alongside CSDR under 22% on traffic series-side pairs, and separates endpoint correctness from pair consistency; no independent human check of the faithfulness metric itself.. Nobody has vouched for it; add support or contest it on this page.
Does it work?
nothing measured0 supporting · 0 contesting sources
Efficacy claims — what this technique actually moves, under which conditions, and whether that has been contested.
No efficacy claim filed yet. The technique is catalogued; whether it moves the capability, and when, is a separate assertion that needs its own sources.
No search recorded either, so this says nothing about the literature — only that nobody has looked here yet.
Code
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Sources
Whether a technique works is a claim. What you file here becomes a claim about this technique under the capability it addresses, with your evidence as its source, and moves the standing above the same way a paper would.