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Record W4386120322 · doi:10.22543/0090-0222.2069

Food Plant and Distribution of <i>Meligethes Saevus</i> (Coleoptera: Nitidulidae)

2018· article· en· W4386120322 on OpenAlexfundno aff
Andrew H Williams

Bibliographic record

VenueThe Great Lakes Entomologist · 2018
Typearticle
Languageen
FieldEnvironmental Science
TopicForest Insect Ecology and Management
Canadian institutionsnot available
FundersAgriculture and Agri-Food CanadaUniversity of AlbertaOregon State UniversityMontana State UniversityIowa State UniversityPurdue UniversityClemson UniversityNorth Carolina State UniversityMichigan State UniversityMississippi State UniversityArizona State UniversityLouisiana State UniversityColorado State UniversityCollege of Engineering, Michigan State UniversityNorthern Arizona UniversityHarvard UniversitySouth Dakota State UniversityValparaiso UniversityOklahoma State UniversityOhio State UniversityNorth Dakota State University
KeywordsBoraginaceaeBiologyFood plantDistribution (mathematics)Botany

Abstract

fetched live from OpenAlex

Meligethes saevus (Coleoptera: Nitidulidae) is here reported to be a spe- cialist on its food plant Onosmodium molle (Boraginaceae). The geographic distributions of these taxa are discussed. This is the first report of M. saevus from Wisconsin.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.438
Threshold uncertainty score0.792

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 studies0.0000.002
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 head0.014
GPT teacher head0.216
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; a candidate call from one teacher head, 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
Published2018
Admission routes1
Has abstractyes

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