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).

• Diversity and Structure of the Prokaryotic Community in Tropical Monomictic Reservoir.

  PMID 40072582 · PMC11903632 · Microbial ecology · 2025 · 7 claims · 6 setups

  Has reproduction

  Diversity and structure of the prokaryotic community exhibit spatio-temporal variations driven by the annual circulation-stratification hydrodynamic cycle.

  water 16s vertical 16s sequence water

• Bioavailable Nutrients (N and P) and Precipitation Patterns Drive Cyanobacterial Blooms in Missisquoi Bay, Lake Champlain.

  PMID 34683418 · PMC8537112 · Microorganisms · 2021 · 8 claims · 8 setups

  Has reproduction · 67

  High concentrations of N and P were typically measured in April and May, before blooms occurred.

  water filtered lugol's-iodine-preserved 16s 16s nutrient situ

• Environment and Co-occurring Native Mussel Species, but Not Host Genetics, Impact the Microbiome of a Freshwater Invasive Species (Corbicula fluminea).

  PMID 35444631 · PMC9014210 · Frontiers in microbiology · 2022 · 7 claims · 7 setups

  Has reproduction · 55

  The gut microbiome of C. fluminea is diverse, differs with environmental conditions, and varies spatially among rivers, but is unrelated to host genetic variation

  corbicula six sediment filtered 16s radseq picrust2

• BiRNA-BERT allows efficient RNA language modeling with adaptive tokenization.

  PMID 41266599 · PMC12635123 · Communications biology · 2025 · 8 claims · 8 setups

  Has reproduction · 50

  BiRNA-BERT uses adaptive dual-tokenization that dynamically selects nucleotide-level (NUC) or byte-pair encoding (BPE) tokens based on input sequence length

  rfam plant lncrna-mirna sequences unsupervised mirna-lncrna length-binned

• Comprehensive benchmarking of large language models for RNA secondary structure prediction.

  PMID 40205851 · PMC11982019 · Briefings in bioinformatics · 2025 · 7 claims · 4 setups

  Has reproduction · 88

  Existing RNA-LLMs had not previously been evaluated for secondary structure prediction in a unified, fair experimental setup with the same datasets and prediction model.

  archiveii bprna large-scale secondary cross-family self-supervised

• Glacier shrinkage will accelerate downstream decomposition of organic matter and alters microbiome structure and function.

  PMID 35320603 · PMC9323552 · Global change biology · 2022 · 8 claims · 7 setups

  Has reproduction · 39

  Glacier shrinkage (decreasing glacier influence) accelerates downstream organic matter decomposition rates in glacier-fed streams

  benthic sediment subset stream extracellular chlorophyll-a 16s