HumanizerOps P0
Selector report
Offline benchmark artifact from saved AuthorMist and HIP candidates. A source counts as success only when the candidate passes semantic gates and falls below the detector threshold.
Selected candidate
authormist
This is the lowest detector-score candidate among semantic-pass outputs. Raw text is not rendered on this page; hashes link this report to the JSON artifact.
- P(AI)
- 0.0005
- Semantic
- 0.7258
- Source hash
- 6e40fd444017113c
- Candidate hash
- 449ea522eec5e7ad
Provider matrix
Candidate decisions
Review-only rows are not counted as success.
| Status | Provider | P(AI) | Semantic | Fail | Review | Candidate hash |
|---|---|---|---|---|---|---|
| selected | hip-qwen3-0.6b-default-ai-round1 | 0.0034 | 0.6081 | - | - | 42f9eaf42f9c5b61 |
| selected detector review only | hip-qwen3-0.6b-default-ai-round1 | 0.9964 | 0.5405 | - | - | 8fec33ac9e0a1025 |
| selected detector review only | hip-qwen3-0.6b-default-ai-round1 | 0.9969 | 0.5481 | - | - | 003b425213c101de |
| selected detector review only | hip-qwen3-0.6b-default-ai-round1 | 0.5391 | 0.5564 | - | - | 7c99056af08b555c |
| rejected | hip-qwen3-0.6b-default-ai-round1 | 0.9946 | 0.5082 | number_mismatch | - | 8195ce4b816722a0 |
| selected detector review only | hip-qwen3-0.6b-default-ai-round1 | 0.9981 | 0.6536 | - | - | 6398971f8a1cd178 |
| selected review only | hip-qwen3-0.6b-default-ai-round1 | 0.9741 | 0.4794 | - | meaning_overlap_review | 43e1319491a199dd |
| selected review only | hip-qwen3-0.6b-default-ai-round1 | 0.9912 | 0.5280 | - | entity_review | 6d427c17642d01fc |
| selected detector review only | hip-qwen3-0.6b-default-ai-round1 | 0.9919 | 0.5106 | - | - | 66017438bbc19f7c |
| selected review only | hip-qwen3-0.6b-default-ai-round1 | 0.9939 | 0.4107 | - | meaning_overlap_review | 5ab112fbddecfe58 |
| selected | hip-qwen3-1.7b-default-ai-round1 | 0.0030 | 0.5489 | - | - | e73ec4789f1df46d |
| selected detector review only | hip-qwen3-1.7b-default-ai-round1 | 0.9978 | 0.5002 | - | - | a0242edc345598d4 |
| selected detector review only | hip-qwen3-1.7b-default-ai-round1 | 0.9980 | 0.6462 | - | - | e0a581b9ebeed62f |
| selected detector review only | hip-qwen3-1.7b-default-ai-round1 | 0.9965 | 0.5808 | - | - | 4be1163a1cb53f3a |
| rejected | hip-qwen3-1.7b-default-ai-round1 | 0.9964 | 0.3209 | number_mismatch | meaning_overlap_review, length_ratio_review | 8cb93bb61f60ec7f |
| selected detector review only | hip-qwen3-1.7b-default-ai-round1 | 0.9980 | 0.6020 | - | - | 31527de9974357f9 |
| selected detector review only | hip-qwen3-1.7b-default-ai-round1 | 0.9971 | 0.5610 | - | - | bf5608e4af903aa2 |
| selected detector review only | hip-qwen3-1.7b-default-ai-round1 | 0.9962 | 0.6272 | - | - | 624b26c7497273d9 |
| selected detector review only | hip-qwen3-1.7b-default-ai-round1 | 0.9636 | 0.5178 | - | - | 20e5f8b1bfc59541 |
| selected detector review only | hip-qwen3-1.7b-default-ai-round1 | 0.9940 | 0.5252 | - | - | a4a8e26bb6eb0a87 |
| rejected | authormist | 0.9988 | 0.6597 | number_mismatch | - | b9ca36fc8201c285 |
| rejected | authormist | 0.9961 | 0.7262 | number_mismatch | - | 2142943be0cf0fb7 |
| rejected | authormist | 0.9983 | 0.6937 | number_mismatch | - | 79da91802adbe76b |
| selected detector review only | authormist | 0.9988 | 0.6736 | - | - | 14a9da894dc503e0 |
| selected | authormist | 0.0005 | 0.7258 | - | - | 449ea522eec5e7ad |
| rejected | authormist | 0.9989 | 0.6593 | number_mismatch | entity_review | 3906150b4b16cb40 |
| selected detector review only | authormist | 0.9038 | 0.6689 | - | - | 2c3270d3bac4f3bb |
| selected detector review only | authormist | 0.9985 | 0.6116 | - | - | ce435fa21b7ec509 |
| selected detector review only | authormist | 0.9988 | 0.6128 | - | - | 92bcf01a1a7392a6 |
| selected detector review only | authormist | 0.9985 | 0.6350 | - | - | e9c4ab24fe780899 |