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Record W4417306637 · doi:10.71318/apom.2022.76.1.2

Rutgers Cranberry Breeding Program

2022· article· W4417306637 on OpenAlexaboutno aff
Nicholi Vorsa

Bibliographic record

VenueJournal of American Pomological Society · 2022
Typearticle
Language
FieldAgricultural and Biological Sciences
TopicBerry genetics and cultivation research
Canadian institutionsnot available
FundersCranberry InstituteU.S. Department of Agriculture
KeywordsCultivarVacciniumEricaceaeTemperate climatePollinatorPerennial plantDomesticationGrowing seasonPollination

Abstract

fetched live from OpenAlex

The American cranberry ( Vaccinium macrocarponAiton) is an American fruit species native to northeastern US and southeastern Canada. The United States is a leader in cranberry production. Domesticated less than 200 years ago, breeding efforts did not start until 1929. The American cranberry is a long-lived woody perennial adapted to a temperate climate and well drained moist acidic soils. Cranberry reproduces both sexually and asexually, through stolons, which are used for clonal asexual propagation of cultivars. The flower is hermaphroditic, which needs to be pollinated, usually by hymenoptera pollinators for fruit set. Traits of economic importance include productivity, propagation vigor, disease resistance, fruit anthocyanins, brix, and increasingly fruit quality traits for sweetened-dried-cranberry products, e.g., fruit firmness and fruit size. Rutgers/NJAES has patented and released seven cultivars from a second breeding and selection cycle. The cultivars ‘Crimson Queen’ and ‘Demoranville’, selected and released for the juice market, were released for early season, high fruit color and improved productivity. ‘Mullica Queen’ is a mid-season cultivar with exceptional productivity. The cultivar ‘Welker’ is highly productive with precocious fruit bearing but is more predisposed to fruit rot, thus is recommended for growing regions with little to no fruit rot pressure, e.g, as in the oceanic climate of the Pacific Northwest. The ‘Haines’ cultivar is noted for high productivity, uniform color, firmness and has exhibited less fruit rot in variety trials than standard varieties, e.g., ‘Stevens’. ‘Vasanna’, a full-sibling of ‘Haines’, has performed exceptionally well in 100 per cent peat soils of British Columbia. Quantitative trait loci (QTL) have been identified for productivity, berry size, total fruit anthocyanins measured as mg per 100 grams of fruit, fruit rot resistance and other traits. The fruit of American cranberry is recognized for human health benefits to due to very high levels of the flavonoid classes, anthocyanins, proanthocyanidins, and flavonols, which result in a very high anti-oxidant status. Recent restrictions of traditional pesticides to control insect and disease pests have altered the ecology with former challenges, e.g., false-blossom, having a re-emergence. Genetic improvement of cranberry has been hampered by a long generation interval including three years from pollination to flower, and assessment of yield requiring 6-8 years after field planting, with typically limited field acreage for breeding.

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)0.002
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 categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.829
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.002
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.002
Insufficient payload (model declined to judge)0.0080.000

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 head0.037
GPT teacher head0.301
Teacher spread0.264 · 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.

Study designOther design
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
Published2022
Admission routes1
Has abstractyes

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