Drinking newer groundwater linked to up to 62% higher Parkinson's risk

Alpha This system is experimental. Scores and classifications are early-stage research and may be unreliable. Methodology →

Model: @cf/meta/llama-4-scout-17b-16e-instruct lite ND @cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND @cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 @cf/meta/llama-3.3-70b-instruct-fp8-fast lite -0.04 openai/gpt-oss-120b:free lite ND google/gemma-3-27b-it:free lite ND qwen/qwen3-coder:free lite ND Compare

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	—	0.67	—	—
@cf/meta/llama-4-scout-17b-16e-instruct lite	0.00	-0.60	Mild negative	0.80	0.60	Health Risk
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite	-0.04	-0.60	Mild negative	0.70	0.58	Health rights
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-4-scout-17b-16e-instruct lite	@cf/meta/llama-3.3-70b-instruct-fp8-fast 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
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Article 30	ND	ND	ND	ND	ND	ND	ND

ND	Drinking newer groundwater linked to up to 62% higher Parkinson's risk (www.newsweek.com)
	26 points by giuliomagnifico 2 days ago \| 5 comments on HN ~lite vlite-2.0

Summary ~lite

Article discusses link between drinking water and Parkinson's risk.

Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available

Longitudinal 92 HN snapshots · 37 evals

Audit Trail 57 entries

2026-03-05 06:10	eval_success	PSQ evaluated: g-PSQ=0.440 (3 dims)	- -
2026-03-05 06:10	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive)
2026-03-05 06:04	eval_success	PSQ evaluated: g-PSQ=-0.240 (3 dims)	- -
2026-03-05 06:04	eval	Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative)
2026-03-04 17:56	eval_success	Lite evaluated: Mild negative (-0.24)	- -
2026-03-04 17:56	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning News article on health risk, no explicit rights discussion
2026-03-04 17:56	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-04 17:51	eval_success	Lite evaluated: Mild negative (-0.24)	- -
2026-03-04 17:51	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-04 17:51	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) -0.28
	reasoning News article on health risk, no explicit rights discussion
2026-03-04 17:32	eval_success	Lite evaluated: Mild negative (-0.26)	- -
2026-03-04 17:32	eval	Evaluated by llama-3.3-70b-wai: -0.26 (Mild negative) -0.28
	reasoning News article on health risk
2026-03-04 06:54	eval_success	Lite evaluated: Neutral (0.04)	- -
2026-03-04 06:54	eval	Evaluated by llama-4-scout-wai: +0.04 (Neutral) 0.00
	reasoning News article on health risk, no explicit rights discussion
2026-03-04 06:54	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-04 06:39	eval_success	Lite evaluated: Neutral (0.02)	- -
2026-03-04 06:39	eval	Evaluated by llama-3.3-70b-wai: +0.02 (Neutral) 0.00
	reasoning News article on health risk
2026-03-04 06:35	eval_success	Lite evaluated: Neutral (0.02)	- -
2026-03-04 06:35	eval	Evaluated by llama-3.3-70b-wai: +0.02 (Neutral) 0.00
	reasoning News article on health risk
2026-03-03 19:06	eval_success	Lite evaluated: Neutral (0.04)	- -
2026-03-03 19:06	eval	Evaluated by llama-4-scout-wai: +0.04 (Neutral) -0.02
	reasoning News article on health risk, no explicit rights discussion
2026-03-03 19:06	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-03 19:01	eval_success	Lite evaluated: Neutral (0.06)	- -
2026-03-03 19:01	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning News article on health risk, no explicit rights discussion
2026-03-03 19:01	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-03 18:59	eval_success	Lite evaluated: Neutral (0.02)	- -
2026-03-03 18:59	eval	Evaluated by llama-3.3-70b-wai: +0.02 (Neutral) 0.00
	reasoning News article on health risk
2026-03-03 18:19	eval_success	Lite evaluated: Neutral (0.02)	- -
2026-03-03 18:18	eval	Evaluated by llama-3.3-70b-wai: +0.02 (Neutral) 0.00
	reasoning News article on health risk
2026-03-03 18:18	eval_success	Lite evaluated: Neutral (0.06)	- -
2026-03-03 18:18	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning News article on health risk, no explicit rights discussion
2026-03-03 18:18	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-03 18:14	eval_success	Lite evaluated: Neutral (0.02)	- -
2026-03-03 18:14	eval	Evaluated by llama-3.3-70b-wai: +0.02 (Neutral) 0.00
	reasoning News article on health risk
2026-03-03 17:44	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning News article on health risk, no explicit rights discussion
2026-03-03 17:41	eval	Evaluated by llama-3.3-70b-wai: +0.02 (Neutral) 0.00
	reasoning News article on health risk
2026-03-03 17:04	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning News article on health risk, no explicit rights discussion
2026-03-03 17:01	eval	Evaluated by llama-3.3-70b-wai: +0.02 (Neutral) 0.00
	reasoning News article on health risk
2026-03-03 16:31	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning News article on health risk, no explicit rights discussion
2026-03-03 16:26	eval	Evaluated by llama-3.3-70b-wai: +0.02 (Neutral) 0.00
	reasoning News article on health risk
2026-03-03 15:45	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning News article on health risk, no explicit rights discussion
2026-03-03 15:39	eval	Evaluated by llama-3.3-70b-wai: +0.02 (Neutral) 0.00
	reasoning News article on health risk
2026-03-03 15:33	eval	Evaluated by llama-3.3-70b-wai: +0.02 (Neutral) 0.00
	reasoning News article on health risk
2026-03-03 15:06	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning News article on health risk, no explicit rights discussion
2026-03-03 14:59	eval	Evaluated by llama-3.3-70b-wai: +0.02 (Neutral) 0.00
	reasoning News article on health risk
2026-03-03 14:25	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning News article on health risk, no explicit rights discussion
2026-03-03 14:20	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) +0.02
	reasoning News article on health risk, no explicit rights discussion
2026-03-03 14:14	eval	Evaluated by llama-3.3-70b-wai: +0.02 (Neutral) 0.00
	reasoning News article on health risk
2026-03-03 13:39	eval	Evaluated by llama-4-scout-wai: +0.04 (Neutral) -0.02
	reasoning News article on health risk, no explicit rights discussion
2026-03-03 13:36	eval	Evaluated by llama-3.3-70b-wai: +0.02 (Neutral) 0.00
	reasoning News article on health risk
2026-03-03 13:00	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning News article on health risk, no explicit rights discussion
2026-03-03 12:55	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning News article on health risk, no explicit rights discussion
2026-03-03 12:54	eval	Evaluated by llama-3.3-70b-wai: +0.02 (Neutral) 0.00
	reasoning News article on health risk
2026-03-03 12:14	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning News article on health risk, no explicit rights discussion
2026-03-03 12:14	eval	Evaluated by llama-3.3-70b-wai: +0.02 (Neutral) 0.00
	reasoning News article on health risk
2026-03-03 11:30	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral)
	reasoning News article on health risk, no explicit rights discussion
2026-03-03 11:30	eval	Evaluated by llama-3.3-70b-wai: +0.02 (Neutral)
	reasoning News article on health risk

build 826b5d5+wslm · deployed 2026-03-05 22:42 UTC · evaluated 2026-03-03 07:16:53 UTC