default_ensemble: The paper's default LLM ensemble

In screenllm: LLM-Assisted Title/Abstract Screening for Systematic Reviews

The paper's default LLM ensemble

Description

Returns the four-LLM mean ensemble reported as the universal ranker in Spillias et al. (2026), with three replicates per LLM. This is the ensemble rank_records() uses when ensemble is not supplied.

Usage

default_ensemble(
  backend = backend_ollama(),
  replicates = .DEFAULT_REPLICATES,
  temperature = .DEFAULT_TEMPERATURE
)

Arguments

backend	A backend object (default: backend_ollama()).
replicates	Integer >= 1. Defaults to three.
temperature	Sampling temperature. Defaults to 0.7 (per the paper).

Value

A screenllm_ensemble object.

screenllm documentation built on Sept. 24, 2026, 5:11 p.m.