Direction, evidence grade, and study type are AI-generated labels (gpt-5-mini), not human-verified. Syntheses are LLM-written. "Tensions" are machine-detected candidates, not confirmed contradictions. A research-acceleration tool, not peer review.
How this is built →
2Distinct papers
5Unique collaborators
2/2Semantic Scholar citation coverage
Publication span: 2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Semantic Scholar:
2342993799
ORCID evidence
No valid ORCID is stored.
Observed aliases (1)
- Nikolas Martelaro (semantic scholar, provider refresh)
Topics and outcomes in this view
Assessment themes
- Human Ai Collab: 2 papers
- Productivity: 2 papers
Claim outcomes
- Other: 2 papers
- Organizational Efficiency: 2 papers
- Creativity: 1 paper
- Output Quality: 1 paper
- Adoption Rate: 1 paper
- Developer Productivity: 1 paper
- Innovation Output: 1 paper
- Skill Acquisition: 1 paper
- Task Completion Time: 1 paper
Papers in the Semantic Scholar view
Latest stored Semantic Scholar author observations only. Citation counts below are from the same provider and are not combined with other services.
Scroll the table horizontally to see every column.
| Paper | Author evidence | Date | Provider citations |
|---|---|---|---|
| An IDE-integrated energy assistant cuts frontend page energy use by roughly 13–16% across 500 benchmarked sites and nudges developers toward greener choices without slowing them down; evidence comes from large-scale benchmarks and a small controlled study of 20 programmers.arxiv | Nikolas Martelaro provider id |
2026-04-06 | 1 |
| A co-regulating metacognitive layer helps LLM design agents escape fixation and produce better battery-pack designs. The CRDAL architecture outperforms both a plain loop and a self-assessing loop on design quality and design-space exploration, with no significant increase in computational cost.arxiv | Nikolas Martelaro provider id |
2026-03-25 | 0 |
Citation observation summary
Semantic Scholar supplied counts for 2 of 2 papers in this view; 0 are missing. The observed paper counts sum to 1 cumulative citations. This is a coverage summary, not an author score or h-index.