MétaCan
Menu
← Back to cohort
Record W7133283955

Updated Lake Chubsucker RPA 2011-2020

2023· other· en· W7133283955 on OpenAlexfundaboutno aff
Fisheries and Oceans Canada, Pêches et Océans Canada

Bibliographic record

VenueFederal Open Science Repository of Canada / Le Dépôt fédéral de science ouverte du Canada · 2023
Typeother
Languageen
Field
Topic
Canadian institutionsnot available
FundersFisheries and Oceans Canada
KeywordsMarshPopulationHydrology (agriculture)HabitatTributaryWetlandWildlifeSpring (device)
DOInot available

Abstract

fetched live from OpenAlex

This Recovery Potential Assessment provides updates to knowledge of Lake Chubsucker (Erimyzon sucetta) in Canada from 2011–2020. Information contained herein replaces previous advice. The current distribution of Lake Chubsucker is limited to 11 distinct areas in the Great Lakes basin: Old Ausable Channel, L Lake, Lake St. Clair, dyked marshes within the Lake St. Clair drainage, St. Clair National Wildlife Area (NWA), Point Pelee National Park, Rondeau Bay, Long Point Bay, Long Point NWA, Big Creek NWA (dyked marshes), and Lyons Creek. The species is thought to be extirpated from three historical areas: Jeannette’s Creek, the upper tributaries of Big Creek, and Tea Creek. Adult Lake Chubsucker are generally found in clear, shallow, still, well-vegetated waters. Substrate in these systems is generally composed of organic matter, silt, sand, and, to a lesser extent, clay and gravel. Juvenile and young-of-year (YOY) captures from L Lake were found over substrate composed mainly of organic debris, and vegetative cover (combination of submerged, floating, and emergent) was greater than 70%. Recent sampling of the St. Clair NWA East cell found all life stages associated with dense mixed stands of submerged aquatic vegetation. To achieve ~99% probability of persistence, given a 15% per generation chance of catastrophic population decline (50% or higher), requires ~33,600 age-1 and older Lake Chubsucker and at least 0.41 km2 of lacustrine or 0.12 km2 of riverine habitat. Minimum viable population (MVP) values increase as an exponential function of the annual catastrophe probability. In the absence of additional harm, recovery efforts, or habitat limitations, a population at 10% of MVP (3,360 age-1 and older) will have a median time-to-recovery of 15 years and a 95% chance of recovering within 39 years (if probability of catastrophe is 15% per generation). The greatest threats to the survival and recovery of Lake Chubsucker in Canada are related to natural system modifications associated with habitat-related effects of aquatic invasive species, dredging, drawdown of dyked wetlands, increased sediment loading from agricultural land use, and climate change. Cumulative threat effects likely impact Lake Chubsucker across its Canadian range. Population density and growth of Lake Chubsucker are most sensitive to changes in adult survival across all scenarios examined. As population growth rate increases, the population becomes more sensitive to changes in fecundity, YOY and juvenile survival while sensitivity to adult survival decreases. There remain numerous sources of uncertainty related to Lake Chubsucker: population distribution, abundance, and trajectory; recent life-history parameters for Canadian populations; habitat preferences for early life stages and over wintering; and, the threat mechanisms and extent of threat impacts.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.046
Threshold uncertainty score0.157

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.005
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0070.006
Science and technology studies0.0020.000
Scholarly communication0.0030.002
Open science0.0030.003
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0390.014

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.009
GPT teacher head0.232
Teacher spread0.223 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreOther

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2023
Admission routes2
Has abstractyes

Explore more

Same venueFederal Open Science Repository of Canada / Le Dépôt fédéral de science ouverte du Canada→French-language works237,207→