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Record W2345645241 · doi:10.14288/1.0101884

Some studies on the incidence of blothy ripening in greenhouse tomatoes in British Columbia

2011· article· en· W2345645241 on OpenAlexaboutno aff
Tsutomu Matsumoto

Bibliographic record

VenuecIRcle (University of British Columbia) · 2011
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicPostharvest Quality and Shelf Life Management
Canadian institutionsnot available
Fundersnot available
KeywordsGreenhouseRipeningGeographyHorticultureBiology

Abstract

fetched live from OpenAlex

Blotchy ripening (BR) of tomatoes is an irregular ripening of tomato fruits. This world-wide disorder has been a problem of the spring crop, particularly during the later part of May, in greenhouse tomatoes in British Columbia. For the investigation of the factors which affect the occurrence of BR in B.C., the following were considered: Correlation between the hours of bright sunshine and the incidence of BR, the influence of weekly alternation of light and temperature conditions on the incidence of BR, and the association of the incidence of BR and virus diseases. Examination of weather records led to a hypothesis which was tested in growth chambers. The light regimes employed consisted of a high and a low light condition. Concurrently two temperature regimes were used, one with a high maximum-temperature and the other with a low maximum temperature. Both regimes employed the same minimum temperature. The results of the studies were as follows: The cyclic occurrence of sunny weeks and cloudy weeks was associated with the incidence of BR in the B.C. greenhouse tomatoes. The weekly alternation of the light conditions produced 37% BR fruits when the plants were subjected to a constant day- night temperature cycle, but only 11% BR fruits, which was not significantly different from 6% BR in the control, was produced when the temperature conditions were alternated simultaneously and directly with light regimes. The role of tobacco mosaic virus (TMV) on the Incidence of BR in the B.C. greenhouse tomatoes did not appear to be important. The effect of potato virus (PVX) on the incidence of BR was not clear.

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)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.431
Threshold uncertainty score0.867

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
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 head0.040
GPT teacher head0.198
Teacher spread0.158 · 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 designObservational
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
Published2011
Admission routes1
Has abstractyes

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