Manual evaluation
These diagnostics do not score factual correctness. Each Run case button starts a full live research request using configured credentials and may incur API charges.
medical/scientific — What does research suggest about sleep and memory consolidation in healthy adults?
Expected topics: study design, population, limitations
Important sources: Systematic reviews and controlled studies
Review evidence quality manually; not medical advice.
technology — How do rooftop solar and small wind turbines compare in urban settings?
Expected topics: capacity factor, location, cost
Important sources: Field performance studies
Check geography and publication dates.
economics — What evidence links minimum wage increases to employment changes?
Expected topics: causality, effect sizes, regional differences
Important sources: Quasi-experimental studies and reviews
Look for conflicting findings and scope limitations.
general factual research — Why do seasons occur on Earth?
Expected topics: axial tilt, day length, hemispheres
Important sources: Authoritative astronomy sources
Academic search relevance may be low despite a straightforward question.
controversial/conflicting evidence — What are the benefits and limitations of intermittent fasting compared with continuous calorie restriction?
Expected topics: adherence, trial duration, confounding
Important sources: Randomized trials and systematic reviews
Check whether disagreements and uncertainty are disclosed.
little academic evidence — Does using a purple notebook improve productivity for freelance illustrators?
Expected topics: lack of direct evidence, assumptions
Important sources:
An explicit lack of evidence is appropriate; do not reward invented support.
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Latest 100 matching runs. Ratings are manual developer observations, never input to synthesis. Costs and latency include all attempts; models lists include historical attempts.
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