MétaCan
Menu
Back to cohort
Record W6981619486

AN EVALUATION OF THE EFFECTS OF ANTHROPOGENIC ABIOTIC DISTURBANCE ON THE FORAGING BEHAVIOURS OF DYTISCUS SPP. LARVAE OF SASKATCHEWAN

2024· dissertation· en· W6981619486 on OpenAlexaboutno aff

Bibliographic record

VenueUniversity Library (University of Saskatchewan) · 2024
Typedissertation
Languageen
FieldEnvironmental Science
TopicFreshwater macroinvertebrate diversity and ecology
Canadian institutionsnot available
Fundersnot available
KeywordsAbiotic componentPredationForagingDisturbance (geology)LarvaEcosystem
DOInot available

Abstract

fetched live from OpenAlex

With urbanization practices, humans are altering the nature of abiotic stimuli to which animals are exposed. Understanding how animals deal with these disturbances may be critical from a management perspective, to minimize effects while still allowing for industrial development. I investigated the hunting success of predatory larvae of Dytiscus spp. in relation to four abiotic stimuli that are affected by encroachment on aquatic ecosystems (wind, ground vibrations, turbidity, and temperature). Dytiscus spp. are dispersed globally and will experience encroachment in the future. They have charismatic hunting behaviours that may be prone to disturbance. \n Survival trials were conducted using larval Dytiscus spp. as predators and adult Gammarus lacustris as prey. Organisms were exposed to either a high, low, or absent (control) level of disturbance from each of the four stressors in different experiments. Each survival trial featured a five-minute separated acclimation period after which the predator and prey were allowed another five minutes to interact. Both individuals were recorded and behavioural differences among treatment groups (no vs. low vs. high disturbance) were assessed with regards to general activity as well as other behaviours. Despite finding no significant difference in overall prey consumption because of manipulating abiotic disturbances, results suggest that Dytiscus larvae switch from an ambush strategy to opportunistic strategies in disturbed environments. Also, the intensity of the abiotic stimuli and the water temperature may additionally increase variance of these behaviours. Ambush behaviours tend to occur in calm clear 23 ̊C water while opportunistic foraging occurs in disturbed environments but will reduce in speed as turbidity increases. Additionally, it appears that novel abiotic stimuli may have a significant effect on predatory behaviours. \n It remains a question as to how Dytiscus larvae decide to use ambush foraging behaviour and what levels of interference will change their behaviour. However, this project serves as the groundwork for future experiments investigating the role of abiotic impairment in aquatic insect predators. With an ever-expanding human population, and industrial development, we should seek solutions to mitigate potential changes to aquatic communities and the problems they pose to aquatic invertebrate predators.

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)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.825
Threshold uncertainty score0.349

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.007
GPT teacher head0.184
Teacher spread0.177 · 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 designObservational
Domainnot available
GenreEmpirical

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
Published2024
Admission routes1
Has abstractyes

Explore more

Same venueUniversity Library (University of Saskatchewan)Same topicFreshwater macroinvertebrate diversity and ecologyFrench-language works237,207