| |
Alpha This system is experimental. Scores and classifications are early-stage research and may be unreliable. Methodology → |
|
| Summary ~lite The Heat Pump Guide provides comprehensive and neutral information for California homeowners.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
| |
Longitudinal
10 HN snapshots · 6 evals | |
Audit Trail
17 entries | 2026-03-08 12:05 | eval_success | PSQ evaluated: g-PSQ=-0.040 (3 dims) | - - | | 2026-03-08 12:05 |
eval
|
Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) -0.16 | | | 2026-03-08 12:03 | model_divergence | Cross-model spread 0.40 exceeds threshold (2 models) | - - | | 2026-03-08 12:03 | eval_success | Lite evaluated: Neutral (0.00) | - - | | 2026-03-08 12:03 |
eval
|
Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00 | | | reasoning Technical content, zero rights discussion | | 2026-03-08 12:03 | rater_validation_warn | Lite validation warnings for model llama-3.3-70b-wai: 1W 0R | - - | | 2026-03-08 12:00 | eval_success | PSQ evaluated: g-PSQ=0.120 (3 dims) | - - | | 2026-03-08 12:00 |
eval
|
Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) | | | 2026-03-08 12:00 | eval_success | PSQ evaluated: g-PSQ=0.600 (3 dims) | - - | | 2026-03-08 12:00 |
eval
|
Evaluated by llama-3.3-70b-wai-psq: +0.60 (Strong positive) | | | 2026-03-08 11:59 | model_divergence | Cross-model spread 0.40 exceeds threshold (2 models) | - - | | 2026-03-08 11:59 | eval_success | Lite evaluated: Moderate negative (-0.40) | - - | | 2026-03-08 11:59 |
eval
|
Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) | | | reasoning Technical guide on heat pumps, no explicit human rights discussion | | 2026-03-08 11:59 | rater_validation_warn | Lite validation warnings for model llama-4-scout-wai: 1W 0R | - - | | 2026-03-08 11:59 | eval_success | Lite evaluated: Neutral (0.00) | - - | | 2026-03-08 11:59 |
eval
|
Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) | | | reasoning Technical content, zero rights discussion | | 2026-03-08 11:59 | rater_validation_warn | Lite validation warnings for model llama-3.3-70b-wai: 1W 0R | - - | | |
| |