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Record W7126738200

Producción de semilla élite de papa (Solanum tuberosum L.) variedad Diacol Capiro en sistema aeropónico

2025· other· es· W7126738200 on OpenAlexaboutno aff
Natalia Andrea Betancur Betancur, Daniela Tabares Giraldo, Nelson de Jesús Montoya Pérez, Jorge Mario Garzón González

Bibliographic record

VenueMagazine Portal Bibliotech Digital (Universidad Nacional de Colombia) · 2025
Typeother
Languagees
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsPhytosanitary certificationGreenhouseSolanum tuberosumNutrientHydroponicsYield (engineering)Peat
DOInot available

Abstract

fetched live from OpenAlex

Potato (Solanum tuberosum L.) is one of the plant species with the best response to in vitro tissue culture. This methodology supports potato seed production processes, thereby contributing to a rapid spread of varieties, high genetic stability, and phytosanitary quality. The main problem in the potato sector is related to the use of low-quality seed that leads to seed degeneration, increases phytosanitary problems and costs, and decreases yield and production in crops. The objective of this research was to produce elite potato seeds of the Diacol Capiro variety in an aeroponic system. The plant material used was in vitro seedlings, which underwent an acclimatization process under controlled greenhouse conditions, covered with a mesh house. The seedlings were planted in 100 g plastic cups, which were filled with a substrate composed of a mixture of Canadian peat and coconut fibre. The plants were then left to produce mini tubers in this system, which were subsequently harvested, carved, and planted in an aeroponic system. Once the plants were planted in this system, two treatments were evaluated, the first (S1) consisting of two nutrient solutions with major and minor nutrients in two different concentrations, and the second (S2), consisting of three sizes of the mini tubers carved and planted in the aeroponic system. The results showed that the best treatment was solution S1, since it had the highest weight of tubers per plant, 356.6 g, compared to solution S2 with 56.19 g, a difference of 300 g/plant. In relation to the number of tubers per plant, S1 presented the highest number, 30.5 tubers, while S2 showed 10.4 tubers, a difference of 20.1 tubers/plant. With the treatment of seed tuber sizes sown in the aeroponic system, the 3 gram seeds gave the best yield, a total of 1338, whereas the seeds between 1-3 grams 885 tubers and the small seeds (< 1 gram), 643 tubers.

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 score0.002

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 head0.006
GPT teacher head0.240
Teacher spread0.234 · 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

Citations0
Published2025
Admission routes1
Has abstractyes

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