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Record W4411244571 · doi:10.1002/jsfa.14419

Potato post‐dormancy sprouting: a problem during storage and its control by essential oils as alternatives to artifact chemicals – a review

2025· review· en· W4411244571 on OpenAlexaffabout
Umesh Chandra Lohani, Rajpreet Kaur Goraya, Saipriya Ramalingam, Thiruppathi Senthilkumar, C. B. Singh

Bibliographic record

VenueJournal of the Science of Food and Agriculture · 2025
Typereview
Languageen
FieldAgricultural and Biological Sciences
TopicPotato Plant Research
Canadian institutionsUniversity of Prince Edward IslandLethbridge CollegeUniversity of Lethbridge
Fundersnot available
KeywordsDormancySproutingArtifact (error)BiotechnologyBiologyAgronomyBotanyGermination

Abstract

fetched live from OpenAlex

Potato (Solanum tuberosum L.) is one of the staple food crops grown in most of the world. Potato being one of the major crops in Canada, potato processing is of utmost interest to the food industry. Prior to processing, storage of tubers is an essential step for the potato processing industries. However, the sprouting of potatoes during storage is a crucial problem that results in increased weight loss, respiration, decreased nutritional quality and eventually food waste and economic loss. Tuber dormancy and sprouting are significantly affected by potato cultivar, light, storage temperature, humidity, storage ambience and so forth. Conventional and novel techniques to suppress sprouting have been evolved based on artificial chemical, synthetic, physical and natural chemical suppressants. This review describes the effect of various storage parameters on potato sprouting and the role of suppressants along with basic storage parameters to augment their effect on potato sprouting. Further, this review describes the drawbacks of artificial chemical and synthetic sprouting suppressants, and the role of natural chemical suppressants in overcoming the said drawbacks. Moreover, limitations and research gaps of natural chemical suppressants are discussed highlighting efforts to develop novel approaches followed by the restrictions and problems of natural chemical suppressants for their greater efficacy. © 2025 Society of Chemical Industry.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.597
Threshold uncertainty score0.310

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.013
GPT teacher head0.283
Teacher spread0.270 · 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 designBench or experimental
Domainnot available
GenreReview

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
Published2025
Admission routes2
Has abstractyes

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