Experiments

Searchable full-text extractions: founding hypothesis, core claims, experimental setups, key results and statistics — pulled out of each paper as structure. Search a cell line, an assay or an entity (e.g. HUH7) and find every paper that worked with it. This corpus stands on its own: most entries carry no reproduction assessment (yet).

• CONSULT: accurate contamination removal using locality-sensitive hashing.

  PMID 34377979 · PMC8340999 · NAR genomics and bioinformatics · 2021 · 8 claims · 4 setups

  Has reproduction · 90

  CONSULT is a k-mer read-matching tool that uses locality-sensitive hashing (LSH) to allow inexact k-mer matches (within a user-defined Hamming distance) between query reads and a reference dataset.

  reference query genome k-mer contamination genome-skim

• binny: an automated binning algorithm to recover high-quality genomes from complex metagenomic datasets.

  PMID 36239393 · PMC9677464 · Briefings in bioinformatics · 2022 · 8 claims · 8 setups

  Has reproduction · 67

  binny outperforms or is highly competitive with commonly used and state-of-the-art binning methods (MetaBAT2, MaxBin2, CONCOCT, VAMB, SemiBin, MetaDecoder)

  cami real-world metagenomic binned genome binning mag

• A haplotype-resolved genome assembly of the bocaccio rockfish, Sebastes paucispinis.

  PMID 40323688 · PMC12584591 · The Journal of heredity · 2025 · 6 claims · 8 setups

  Has reproduction · 99

  This paper presents the first de novo, haplotype-resolved reference-quality genome assembly of Sebastes paucispinis (bocaccio rockfish).

  sebastes assembled pacbio omni-c k-mer