MétaCan
Menu
Back to cohort
Record W4383225092 · doi:10.1002/berj.3891

Targeting adolescents as agents of change for an entomophageous future

2023· article· en· W4383225092 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

fundA Canadian funder is recorded on the work.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueBritish Educational Research Journal · 2023
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicInsect Utilization and Effects
Canadian institutionsnot available
FundersMitacs
KeywordsOpenness to experienceConsumption (sociology)PopulationAgricultureSustainable agricultureBusinessPsychologyEcologyBiologySocial scienceSociologySocial psychology

Abstract

fetched live from OpenAlex

Abstract As food supply practices must adapt to the reality of limited natural resources, alternative solutions must be found to meet the dietary needs of a growing world population. Edible insect consumption represents a sustainable substitute to that of conventional meat. Psychological barriers are largely responsible for dictating Westerners’ aversion towards insect eating. As adolescents have been less exposed to socio‐cultural constructs and as their food habits are less entrenched, they might express a greater openness towards edible insect products. This study aims to assess the impact of exposure and familiarisation with edible insects on adolescents' attitudes towards entomophagy. Between February 2018 and January 2020, 662 students aged 15–16 years from a Canadian high school engaged in a pedagogical insect farming project during which they had the chance to learn about insects as a sustainable foodstuff, while being familiarised with insect farming methods. Three different student cohorts took part in this project. The first and second had the opportunity to raise crickets and the third mealworms. Relying on surveys distributed before and after these 3 month projects, time‐based and type‐based analyses regarding students’ initial attitudes towards edible insects and their evolution over the course of these activities were performed. Results showed that the project greatly enhanced their acceptance towards edible insect consumption, suggesting that the speed and impact of peer influence amongst adolescents could be leveraged in promotional efforts to accelerate the adoption of edible insects.

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.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.903
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.233
GPT teacher head0.419
Teacher spread0.185 · 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