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@@ -125,13 +125,8 @@ answer. It was created by the PHMForge team (Columbia University, IBM Research,
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  rotating-equipment/aero-engine scenarios on realism, difficulty calibration and ground-truth
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  correctness (1–4 scale). Ordinal Krippendorff's α was 0.86, 0.58 and 0.73 respectively, and
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  0.75 pooled (paper, Table 2).
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- - **The 24 lithium-ion scenarios** are not covered by that sample. As a supplementary check:
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- - two LLM raters from different model families rated them under the same rubric;
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- - the checkable ground truths were recomputed from the processed NASA PCoE data;
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- - the scenario author reviewed the AI ratings.
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-
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- These are AI ratings, not an inter-annotator agreement between experts. The issues they found
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- are listed under *Known issues*.
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  ### Known issues
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  rotating-equipment/aero-engine scenarios on realism, difficulty calibration and ground-truth
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  correctness (1–4 scale). Ordinal Krippendorff's α was 0.86, 0.58 and 0.73 respectively, and
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  0.75 pooled (paper, Table 2).
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+ - **The 24 lithium-ion scenarios** the 24 lithium-ion scenarios were assessed on difficulty
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+ calibration and ground-truth correctness using the same 1–4 scale.
 
 
 
 
 
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  ### Known issues
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