# 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.