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Alpha This system is experimental. Scores and classifications are early-stage research and may be unreliable. Methodology → |
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Model Comparison
| Model | Editorial | Structural | Class | Conf | SETL | Theme | | @cf/meta/llama-4-scout-17b-16e-instruct lite | ND | ND | — | 0.80 | — | — | | @cf/meta/llama-3.3-70b-instruct-fp8-fast lite | ND | ND | — | 0.70 | — | — | | @cf/meta/llama-3.3-70b-instruct-fp8-fast lite | +0.04 | +0.16 | Mild positive | 0.80 | -0.14 | Privacy and Surveillance | | @cf/meta/llama-4-scout-17b-16e-instruct lite | +0.30 | +0.16 | Mild positive | 0.80 | 0.20 | Privacy Tech | | openai/gpt-oss-120b:free lite | ND | ND | — | — | — | — | | google/gemma-3-27b-it:free lite | ND | ND | — | — | — | — | | qwen/qwen3-coder:free lite | ND | ND | — | — | — | — | | Section | @cf/meta/llama-4-scout-17b-16e-instruct lite | @cf/meta/llama-3.3-70b-instruct-fp8-fast lite | @cf/meta/llama-3.3-70b-instruct-fp8-fast lite | @cf/meta/llama-4-scout-17b-16e-instruct lite | openai/gpt-oss-120b:free lite | google/gemma-3-27b-it:free lite | qwen/qwen3-coder:free lite | | Preamble | ND | ND | ND | ND | ND | ND | ND | | Article 1 | ND | ND | ND | ND | ND | ND | ND | | Article 2 | ND | ND | ND | ND | ND | ND | ND | | Article 3 | ND | ND | ND | ND | ND | ND | ND | | Article 4 | ND | ND | ND | ND | ND | ND | ND | | Article 5 | ND | ND | ND | ND | ND | ND | ND | | Article 6 | ND | ND | ND | ND | ND | ND | ND | | Article 7 | ND | ND | ND | ND | ND | ND | ND | | Article 8 | ND | ND | ND | ND | ND | ND | ND | | Article 9 | ND | ND | ND | ND | ND | ND | ND | | Article 10 | ND | ND | ND | ND | ND | ND | ND | | Article 11 | ND | ND | ND | ND | ND | ND | ND | | Article 12 | ND | ND | ND | ND | ND | ND | ND | | Article 13 | ND | ND | ND | ND | ND | ND | ND | | Article 14 | ND | ND | ND | ND | ND | ND | ND | | Article 15 | ND | ND | ND | ND | ND | ND | ND | | Article 16 | ND | ND | ND | ND | ND | ND | ND | | Article 17 | ND | ND | ND | ND | ND | ND | ND | | Article 18 | ND | ND | ND | ND | ND | ND | ND | | Article 19 | ND | ND | ND | ND | ND | ND | ND | | Article 20 | ND | ND | ND | ND | ND | ND | ND | | Article 21 | ND | ND | ND | ND | ND | ND | ND | | Article 22 | ND | ND | ND | ND | ND | ND | ND | | Article 23 | ND | ND | ND | ND | ND | ND | ND | | Article 24 | ND | ND | ND | ND | ND | ND | ND | | Article 25 | ND | ND | ND | ND | ND | ND | ND | | Article 26 | ND | ND | ND | ND | ND | ND | ND | | Article 27 | ND | ND | ND | ND | ND | ND | ND | | Article 28 | ND | ND | ND | ND | ND | ND | ND | | Article 29 | ND | ND | ND | ND | ND | ND | ND | | Article 30 | ND | ND | ND | ND | ND | ND | ND | | Summary ~lite Discussion on Apple alternatives shows community resilience and trust.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
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Longitudinal
· 7 evals | |
Audit Trail
14 entries | 2026-03-05 17:05 | eval_success | PSQ evaluated: g-PSQ=0.600 (3 dims) | - - | | 2026-03-05 17:05 |
eval
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Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00 | | | 2026-03-05 17:00 | eval_success | PSQ evaluated: g-PSQ=0.600 (3 dims) | - - | | 2026-03-05 17:00 |
eval
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Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) | | | 2026-03-05 16:55 | eval_success | PSQ evaluated: g-PSQ=0.419 (3 dims) | - - | | 2026-03-05 16:55 |
eval
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Evaluated by llama-3.3-70b-wai-psq: +0.42 (Moderate positive) 0.00 | | | 2026-03-05 16:51 | eval_success | PSQ evaluated: g-PSQ=0.419 (3 dims) | - - | | 2026-03-05 16:51 |
eval
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Evaluated by llama-3.3-70b-wai-psq: +0.42 (Moderate positive) | | | 2026-03-04 02:47 | eval_success | Lite evaluated: Mild positive (0.11) | - - | | 2026-03-04 02:47 |
eval
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Evaluated by llama-3.3-70b-wai: +0.11 (Mild positive) +0.03 | | | reasoning Tech forum discussion on Apple alternatives | | 2026-03-04 02:44 | eval_success | Lite evaluated: Mild positive (0.24) | - - | | 2026-03-04 02:44 |
eval
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Evaluated by llama-4-scout-wai: +0.24 (Mild positive) | | | reasoning Discussion of Apple alternatives due to CSAM controversy, privacy-focused choices | | 2026-03-04 02:42 | eval_success | Lite evaluated: Neutral (0.08) | - - | | 2026-03-04 02:42 |
eval
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Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) | | | reasoning Tech forum discussion on Apple alternatives | | |
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