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Record W1918605920 · doi:10.5376/ijh.2015.05.0008

Selection of Turnip Variety for Nutrition Security in Nepal

2015· article· en· W1918605920 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueInternational Journal of Horticulture · 2015
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicAgricultural Practices and Plant Genetics
Canadian institutionsnot available
Fundersnot available
KeywordsAgricultureSelection (genetic algorithm)GenotypeFood securityYield (engineering)BiologyVariety (cybernetics)HorticultureBiotechnologyAgronomyMathematicsStatisticsComputer scienceEcology

Abstract

fetched live from OpenAlex

A series of genotype selection and performance evaluation experiments on turnip were conducted at Horticulture Research Division (HRD), Khumaltar, Agriculture Research Station (ARS) Dailekh, Agriculture Research Station (ARS) Pakhribas and farmers’ fields between 2010 and 2014 with an aim to identify suitable variety for mid-hills of Nepal. The local genotype from Kathmandu Valley was used as the base material for the selection of genotype HRDTUR001. The performance of selected genotype was evaluated for size, colour, taste, yield and other characters using Purple Top a released variety as the standard check. The on station results revealed that genotype HRDTUR001 was found promising because of attractive root colour, excellent root size (224.45g) and better taste for vegetable purpose. Based on the biological and socio-economic feedback received from the on farm trials genotype HRDTUR001 has been recommended to release as a variety for cultivation in the mid hills of Nepal.

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.

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)0.000
metaresearch head score (Gemma)0.000
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: Empirical · Consensus signal: Empirical
Teacher disagreement score0.734
Threshold uncertainty score0.104

Codex and Gemma teacher scores by category

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)0.0000.000

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 head0.024
GPT teacher head0.266
Teacher spread0.242 · 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