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Settlement of a Tropical Marine Epibenthic Assemblage on Artificial Panels: Influence of Substratum Heterogeneity and Complexity Scales
Why is this work in the frame?
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Canadian affiliationAn author listed a Canadian institution. This is the only route the usual frame has.
Canadian funderA Canadian agency funded it. The work may carry no Canadian affiliation at all.
The three-model screen
all 1,000 screened works →All three models called this out of scope.
stratum: aff_core · design weight: 5595.24 (the sample is stratified; any rate computed without the weight is wrong)
Claude Opus 4.8OUT
genre: empirical
about Canada: no
confidence: high
Marine ecology experiment on epibenthic settlement; domain science.
GPT-5.6 (high)OUT
genre: empirical
about Canada: no
confidence: high
This ecological study examines marine assemblage settlement, not research.
Grok 4.5OUT
genre: empirical
about Canada: no
confidence: high
Marine ecology experiment on epibenthic settlement; title unambiguously domain science despite missing abstract.
Abstract
No abstract. This is not a gap in this database — OpenAlex has none either. 23.3% of the frame is in this state, and the screen finds HALF as much metaresearch here, so the absence is a measured bias rather than a missing field.
The record
- Venue
- Estuarine Coastal and Shelf Science
- Topic
- Marine and coastal plant biology
- Field
- Earth and Planetary Sciences
- Canadian institutions
- Université Laval
- Funders
- Centro de Investigación y de Estudios Avanzados del Instituto Politécnico NacionalUniversité Laval
- Keywords
- Subarctic climateTemperate climateAbundance (ecology)EcologyAssemblage (archaeology)SubtropicsWater columnTropical marine climateBiology
- Has abstract in OpenAlex
- no