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Record W2111333400 · doi:10.4141/p05-189

Yield potential of spring turnip rape synthetics and composite hybrids compared with open-pollinated commercial cultivars

2006· article· en· W2111333400 on OpenAlexvenueno aff
Tarja Niemelä, Mervi Seppänen, Lauri Jauhiainen, Unto Tulisalo

Bibliographic record

VenueCanadian Journal of Plant Science · 2006
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicNitrogen and Sulfur Effects on Brassica
Canadian institutionsnot available
Fundersnot available
KeywordsHybridCultivarHeterosisOpen pollinationBiologyBrassica rapaAgronomyBrassicaYield (engineering)Erucic acidHorticulturePollinationBotanyPollenMaterials science

Abstract

fetched live from OpenAlex

Yield potentials of spring turnip rape (Brassica rapa L.) synthetics and composite hybrids were compared with those of open-pollinated commercial cultivars during a 3-yr period (2000–2002). The trials included 16 synthetics and 25 composite hybrids derived from 22 different parent lines, as well as five open-pollinated commercial cultivars. All of the material tested had low erucic acid and glucosinolate contents and was well adapted for cultivation in southern Finland. The composite hybrids, which were tested for the first time in turnip rape, exhibited significantly higher seed yields than open-pollinated cultivars. The maximum commercial heterosis in seed yield was 18% in synthetics and 23% in composite hybrids. Both synthetics and composite hybrids showed better resistance to lodging than commercial cultivars. When studying the effect of commercial heterosis on seed yield, a high degree of variation was observed both within the synthetics and the composite hybrids. This result highlights the importance of testing parental combinations in turnip rape in order to find combinations that give the strongest heterotic effect. Key words: Turnip rape, Brassica rapa, synthetic, composite hybrid, seed yield, commercial heterosis

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: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.003

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 studies0.0000.000
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 head0.007
GPT teacher head0.210
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 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

Citations9
Published2006
Admission routes1
Has abstractyes

Explore more

Same venueCanadian Journal of Plant ScienceSame topicNitrogen and Sulfur Effects on BrassicaFrench-language works237,207