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Record W2072161399 · doi:10.1002/ts.83

Effect of seed size on yield of two groundnut genotypes

2003· article· en· W2072161399 on OpenAlexfundno aff
KP Sibuga, JV Nsenga

Bibliographic record

VenueTropical Science · 2003
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicPeanut Plant Research Studies
Canadian institutionsnot available
FundersInternational Development Research Centre
KeywordsShootCultivarBiologyDry matterAgronomyBiomass (ecology)Yield (engineering)SeedingHorticulture

Abstract

fetched live from OpenAlex

Abstract Small, medium and large seed sizes of the groundnut genotypes Spancross (a released variety) and 2/91 (a breeding line) were assessed for growth and yield under field conditions in 1996 and 1997. In 1997, there were significant effects of cultivar and seed size on shoot and root biomass. The shoot dry matter for large seeds was 36% and 24% greater than for small seeds of Spancross and 2/91 respectively. Large seeds of 2/91 showed a significant increase of 26% in root biomass but Spancross recorded a decline of 8% over small seeds. Generally, productivity increased with seed size. In 1996, rainfall was low and varietal differences were significant, with 2/91 giving significantly higher kernel yields (2082 kg/ha) than Spancross (1498 kg/ha) when averaged across seed size. Copyright © 2003 Whurr Publishers Ltd

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)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.004

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
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 head0.021
GPT teacher head0.279
Teacher spread0.258 · 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 designBench or experimental
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

Citations3
Published2003
Admission routes1
Has abstractyes

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