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Update missingness README to official broad comissing wording
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# Missingness Breakdown Final
This directory contains the paper-facing missingness breakdown artifacts published under `v2_current` (`v2`), with the standardized must-do bundle mirrored into `final/must_do/` and `final/v2/must_do/`.
Primary paper-facing files:
- `missingness_tradeoff_scatter_main__v2.tex`
- `missingness_tradeoff_scatter_main__v2.pdf`
- `missingness_tradeoff_scatter_main__v2.png`
- `missingness_prefix_bars_appendix__v2.tex`
- `missingness_prefix_bars_appendix__v2.pdf`
- `missingness_prefix_bars_appendix__v2.png`
- `missingness_dataset_model_heatmap_appendix__v2.tex`
- `missingness_dataset_model_heatmap_appendix__v2.pdf`
- `missingness_dataset_model_heatmap_appendix__v2.png`
- `missingness_model_subitem_heatmap_appendix__v2.tex`
- `missingness_model_subitem_heatmap_appendix__v2.pdf`
- `missingness_model_subitem_heatmap_appendix__v2.png`
- `missingness_family_subitem_bars_appendix__v2.tex`
- `missingness_family_subitem_bars_appendix__v2.pdf`
- `missingness_family_subitem_bars_appendix__v2.png`
- `model_summary__v2.csv`
- `prefix_summary__v2.csv`
Must-do bundle (`must_do/`):
- `must_do/missingness_tradeoff_scatter_main__v2.tex`
- `must_do/missingness_tradeoff_scatter_main__v2.pdf`
- `must_do/missingness_tradeoff_scatter_main__v2.png`
- `must_do/missingness_prefix_bars_appendix__v2.tex`
- `must_do/missingness_prefix_bars_appendix__v2.pdf`
- `must_do/missingness_prefix_bars_appendix__v2.png`
- `must_do/missingness_dataset_model_heatmap_appendix__v2.tex`
- `must_do/missingness_dataset_model_heatmap_appendix__v2.pdf`
- `must_do/missingness_dataset_model_heatmap_appendix__v2.png`
- `must_do/missingness_model_subitem_heatmap_appendix__v2.tex`
- `must_do/missingness_model_subitem_heatmap_appendix__v2.pdf`
- `must_do/missingness_model_subitem_heatmap_appendix__v2.png`
- `must_do/missingness_family_subitem_bars_appendix__v2.tex`
- `must_do/missingness_family_subitem_bars_appendix__v2.pdf`
- `must_do/missingness_family_subitem_bars_appendix__v2.png`
Support files:
- `analysis_report__v2.md`
Scoring note:
- The official second missingness subitem is the original broad `co_missingness_pattern_consistency`.
- It measures whether state-conditioned missingness profiles remain stable when each active missing-target column is compared against all other columns.
- It is not the strict missing-only pairwise score, and it is not the later pairwise-centered experimental variant.
- In the current official results, the broad `co_missingness_pattern_consistency` usually stays close to `marginal_missing_rate_consistency`, which we interpret as missingness amount and broad conditional missingness structure being learned together.
The active published version tag for this bundle is `v2_current` (`v2`).
The `.tex` files are standalone LaTeX sources. The `.pdf/.png` files are immediate previews for reading in the current environment.