MétaCan
Menu
Back to cohort
Record W6968533580 · doi:10.5281/zenodo.15218816

Thereva nobilitata

2025· article· en· W6968533580 on OpenAlexaffabout

Bibliographic record

VenueZenodo (CERN European Organization for Nuclear Research) · 2025
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicBryophyte Studies and Records
Canadian institutionsRoyal British Columbia Museum
Fundersnot available
KeywordsAlienBeaverConventionPlankMile

Abstract

fetched live from OpenAlex

Thereva nobilitata (Fabricius) Specimens examined (26). BC: Central Saanich, Island View Beach; Central Saanich, Mt. Newton; Central Saanich, Saanichton; Esquimalt, Saxe Point Park; Saanich, Prospect Lake; Sidney; Vancouver, Convention Centre; Victoria, Beaver Lake Road; Victoria, Lost Lake; Victoria, Beacon Hill Park; Victoria, Holland Point; Victoria, Ten Mile Point. PFC, RBCM, SEM. Database and literature records (11). BC: Cloverdale; New Westminster; Vancouver; Vancouver, Point Grey; Vancouver, University of BC. CNCI, KCH, MEI, TAMU, USNM. iNaturalist records (4).BC:Delta(iNat219882783), Lantzville(iNat 233342721); Richmond(iNat 214675887), Victoria (iNat 169319936). Conservation status. BC: SNA Distributional notes. Thereva nobilitata is the only alien therevid known in British Columbia. It was originally introduced to the Vancouver area from Europe, where it is common (Holston & Irwin 2005). It is also recorded from southern Vancouver Island. The first BC record we have seen is from New Westminster in 1969 (MEI). Ecoprovinces and other designations. BC: Georgia Depression. Range. Introduced. Palaearctic, where it is native. In North America, it is also known from Ontario and Washington State (iNaturalist). Biological notes. Flight period: 6 May–5 August. This introduced therevid is typical of urban and suburban habitats in extreme southwestern British Columbia.

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 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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.779
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.000
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0110.002

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 head0.026
GPT teacher head0.228
Teacher spread0.202 · 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; both teacher heads agree on what is shown here.

Study designNot applicable
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
Published2025
Admission routes2
Has abstractyes

Explore more

Same venueZenodo (CERN European Organization for Nuclear Research)Same topicBryophyte Studies and RecordsFrench-language works237,207