Science response : information on candidate critical habitat for Little Quarry Lake sticklebacks
Bibliographic record
Abstract
Little Quarry Lake Benthic and Limnetic Threespine Sticklebacks (Gasterosteus aculeatus) are endemic to Little Quarry Lake on Nelson Island, British Columbia (BC). This benthic-limnetic species pair is one of three known extant and genetically distinct pairs found in BC. The benthic and limnetic forms differ genetically and in body morphology, habitat use, and feeding ecology (McPhail 1984; Ridgway and McPhail 1984; Bentzen and McPhail 1984; Bentzen et al. 1984). The pair are kept genetically distinct by low levels of hybridization attributed to a combination of morphological, behavioural, and ecological differences (Bentzen et al. 1984; Ridgway and McPhail 1984; Gow et al. 2008). The major potential threat to the two species is the introduction of invasive species, which can alter the habitat in such a way that could dissolve reproductive barriers and the ability of these two fish species to recognize mates, resulting in increased hybridization (cf. Taylor and Piercey 2018). In 2015, the Committee on the Status of Endangered Wildlife in Canada (COSEWIC) assessed both Little Quarry Lake Benthic and Limnetic Threespine Sticklebacks as Threatened. The species are under consideration for listing under Schedule 1 of the Species at Risk Act (SARA; 2002). If listed, critical habitat (CH) must be identified as a part of the recovery strategy. Critical habitat is defined in the Species at Risk Act as “…the habitat that is necessary for the survival or recovery of a listed wildlife species and that is identified as the species’ critical habitat in a recovery strategy or in an action plan for the species” [s. 2(1)]. Under SARA S.41.1(c) a species’ critical habitat must be identified “to the greatest extent possible, based on the best available information, including the information provided by COSEWIC, and examples of activities that are likely to result in its destruction.” Fisheries and Ocean Canada (DFO) Species at Risk Program has requested science advice in support of the identification of candidate critical habitat necessary for the survival or recovery of Little Quarry Lake Benthic and Limnetic Threespine Sticklebacks, which will be used to inform the identification of critical habitat under SARA. The specific objectives of this review are to: Objective 1: Review information available on the habitat necessary for survival and recovery of Little Quarry Lake Benthic and Limnetic Threespine Sticklebacks and identify the function, features, and attributes of this habitat across life stages. Objective 2: Present candidate critical habitat spatial attributes. This Science Response Report results from the May 30, 2023 regional peer review on the Information for identification of candidate critical habitat of Little Quarry Lake Benthic and Limnetic Threespine Sticklebacks (Gasterosteus aculeatus).
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.105 | 0.023 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".