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R0049/2026-03-31/Q001-SRC05 — Scorecard

Research R0049 — Landscape Scan
Run 2026-03-31
Query Q001
Source SRC05

Source

Title Agent Laboratory: Using LLMs as Research Assistants
Publisher GitHub / Academic paper
Authors Samuel Schmidgall et al.
Date 2024-2025
URL https://github.com/SamuelSchmidgall/AgentLaboratory
Type Open-source software with academic paper

Ratings

Dimension Rating
Reliability Medium-High
Relevance Medium
Missing data Low risk
Measurement Low risk
Selective reporting Low risk
Randomization N/A
Protocol deviation N/A
COI/funding Low risk

Rationale

Dimension Rationale
Reliability Open-source with academic publication; MIT licensed; active development
Relevance Automates research workflow but without analytical rigor mechanisms — relevant as a near-miss for Q001
Measurement Published evaluation metrics for research output quality

Evidence Extracts

Evidence Summary
SRC05-E01 Agent Laboratory automates three research phases but lacks formal analytical rigor mechanisms