| # Missingness Breakdown | |
| - Source mode: `direct_missingness_evaluator` | |
| - Reference analysis run: `trainonly_v2_current_success_official_20way_official20_20260519_232817` | |
| - Included models: `11` | |
| - Deduplicated dataset-model panels: `509` | |
| - Direct model-dataset rows used: `509` | |
| - Direct target rows used: `3825` | |
| ## Canonical decomposition | |
| - `missingness_structure = 0.5 * marginal_missing_rate_consistency + 0.5 * co_missingness_pattern_consistency` | |
| - Canonical `co_missingness_pattern_consistency` now uses profile-only edge averaging. | |
| - `co_missing_strength_score` is exported separately as an auxiliary diagnostic and is not folded into the two-subitem family score. | |
| - `co_missing_composite_score` preserves the previous 0.7-profile / 0.3-strength blend for sensitivity analysis only. | |
| - This bundle bypasses SQL query analysis and uses the canonical direct co-missing evaluator over real-train vs synthetic CSV pairs. | |
| - The standardized appendix bundle now mirrors tradeoff, prefix, and heatmap views just like the other query families. | |