Beta · Research gap detection · v0.1

Every paper published adds light
to what we know.
unkwn42 maps the dark.

An instrument for finding what isn't there. The unexplored adjacencies between methods, variables, and outcomes in climate research.

Corpus → loadingGaps → loadingDomain → climateStatus → beta
01 Method

The same question, said five ways.

Researchers rename the same idea every decade. unkwn42 reads the corpus, watches the words drift, and collapses scattered phrasings into a single concept. You see the actual shape of a field, not the words on top of it.

Utility · Normalization

Scattered terms converge into one concept.

"Heat-resistant crops" · "drought-tolerant cultivars" · "climate-resilient varieties". Three phrases from three papers that mean the same thing. unkwn42's extraction pipeline pulls them together under a canonical concept, so searches stop missing half the literature.

→ OpenAlex corpus · normalization · gap detection
{ demo pulls real terms at query time }
02 Density

Where the papers are. And where they aren't.

A grid of variable combinations. Green cells are well-studied intersections. Dashed red cells are gaps, pairings no paper has attempted. Hover one in the real product and unkwn42 opens the unexplored combination with adjacency context and funding signals.

SaturatedEmergingUnexplored
03 Components

Two cards. One tells you what exists, the other what doesn't.

Every search returns both. Known papers on the left (radium edge, canonical tags) and gap opportunities on the right (ember dashed, confidence and adjacency signals). You read the field and its inverse on the same page.

Paper card · result
2024 · Nature Climate Change
Heat-tolerance thresholds in Sub-Saharan smallholder maize systems
Adebayo et al. · cited 127×
ThermotoleranceMaizeW-Africa
Gap card · opportunity
Unexplored
Salt-tolerance × sorghum × post-harvest loss. Zero papers at this intersection.
Confidence 0.91Adjacent 47Funding $$$
Voice · in action
“This combination hasn't been studied.”
Not: "Research opportunities detected"
“2,411 gaps found in climate adaptation.”
Lab-notebook voice, not pitch-deck.
Signal · Beta access

Map the unknown.

Free while we build. Fair after. Early users shape the instrument.

No credit card.Free during beta.2 min setup.