# Rubric10 Evaluation Summary

**Generated:** 2025-12-08 19:22:43

**Total Evaluations:** 127

## Concatenated D4Ds

| Project | Method | Score | Percentage | Elements Passing | Top Element | Weakest Element |
|---------|--------|-------|------------|------------------|-------------|-----------------|
| AI_READI | gpt5 | 3/50 | 6.0% | 1/10 | Dataset Discovery and Ide (3/5) | Dataset Access and Retrie (0/5) |
| AI_READI | claudecode | 34/50 | 68.0% | 8/10 | Dataset Discovery and Ide (5/5) | Ethical Use and Privacy S (1/5) |
| AI_READI | claudecode_agent | 38/50 | 76.0% | 9/10 | Dataset Discovery and Ide (5/5) | Ethical Use and Privacy S (2/5) |
| AI_READI | claudecode_assistant | 39/50 | 78.0% | 9/10 | Dataset Discovery and Ide (5/5) | Scientific Motivation and (2/5) |
| CHORUS | gpt5 | 5/50 | 10.0% | 1/10 | Dataset Discovery and Ide (5/5) | Dataset Access and Retrie (0/5) |
| CHORUS | claudecode | 18/50 | 36.0% | 2/10 | Dataset Discovery and Ide (5/5) | Data Provenance and Versi (0/5) |
| CHORUS | claudecode_agent | 35/50 | 70.0% | 8/10 | Dataset Discovery and Ide (5/5) | Ethical Use and Privacy S (2/5) |
| CHORUS | claudecode_assistant | 35/50 | 70.0% | 8/10 | Dataset Discovery and Ide (5/5) | Ethical Use and Privacy S (2/5) |
| CM4AI | gpt5 | 28/50 | 56.0% | 7/10 | Scientific Motivation and (5/5) | Data Composition and Stru (0/5) |
| CM4AI | claudecode | 33/50 | 66.0% | 7/10 | Dataset Discovery and Ide (5/5) | Ethical Use and Privacy S (1/5) |
| CM4AI | claudecode_agent | 38/50 | 76.0% | 9/10 | Dataset Discovery and Ide (5/5) | Ethical Use and Privacy S (2/5) |
| CM4AI | claudecode_assistant | 33/50 | 66.0% | 7/10 | Dataset Discovery and Ide (5/5) | Ethical Use and Privacy S (1/5) |
| VOICE | gpt5 | 1/50 | 2.0% | 0/10 | Dataset Discovery and Ide (1/5) | Dataset Access and Retrie (0/5) |
| VOICE | claudecode | 37/50 | 74.0% | 8/10 | Dataset Discovery and Ide (5/5) | Scientific Motivation and (2/5) |
| VOICE | claudecode_agent | 37/50 | 74.0% | 8/10 | Dataset Discovery and Ide (5/5) | Ethical Use and Privacy S (1/5) |
| VOICE | claudecode_assistant | 37/50 | 74.0% | 8/10 | Dataset Discovery and Ide (5/5) | Scientific Motivation and (2/5) |

## Individual D4Ds Summary

| Project | Method | Avg Score | Files | Avg Percentage | Avg Elements Passing |
|---------|--------|-----------|-------|----------------|----------------------|
| AI_READI | gpt5 | 8.9/50 | 8 | 17.8% | 1.8/10 |
| AI_READI | claudecode_agent | 9.1/50 | 14 | 18.3% | 1.1/10 |
| AI_READI | claudecode_assistant | 9.8/50 | 14 | 19.6% | 1.0/10 |
| CHORUS | gpt5 | 9.0/50 | 2 | 18.0% | 1.0/10 |
| CHORUS | claudecode_agent | 24.5/50 | 12 | 49.0% | 4.0/10 |
| CHORUS | claudecode_assistant | 14.8/50 | 12 | 29.7% | 2.1/10 |
| CM4AI | gpt5 | 12.0/50 | 4 | 24.0% | 2.5/10 |
| CM4AI | claudecode_agent | 9.9/50 | 12 | 19.8% | 1.7/10 |
| CM4AI | claudecode_assistant | 13.1/50 | 12 | 26.2% | 2.2/10 |
| VOICE | gpt5 | 15.7/50 | 3 | 31.3% | 3.0/10 |
| VOICE | claudecode_agent | 11.2/50 | 9 | 22.4% | 1.8/10 |
| VOICE | claudecode_assistant | 12.7/50 | 9 | 25.3% | 2.3/10 |

## Top Performing D4Ds (Score >= 80%)

| Project | Method | Type | Score | File |
|---------|--------|------|-------|------|
