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Record W4411618034 · doi:10.51847/ybnqba8kqh

10.51847/YbnQbA8kQh

2000· article· en· W4411618034 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

VenueTime to knit · 2000
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicCynara cardunculus studies
Canadian institutionsnot available
Fundersnot available
KeywordsYield (engineering)AgronomyDrought stressBiologyForageCynaraHorticultureBotany

Abstract

fetched live from OpenAlex

In order to study the effect of drought stress and plant density on the forage yield of Artichoke, a study was carried out in the Research Farm of the Agriculture School, Islamic Azad University, Maybod, in April 2015.This experimental study was performed as a split plot in randomized complete block design with three replications.The factor of water stress was applied at three levels consisting of 4, 8 and 12 cm using class A evaporation pan and the factor of plant density was considered 8, 10 and 12 plants/m 2 (with the distances of 30, 40 and 50 cm in a row and the distance between the rows were 50 cm).The characteristics of fresh weight, dry weight, percentage of protein, RWC, LWP and WUE are studied.The results show that the effects of drought stress are significant on fresh weight, dry weight and LWP and the effects of plant density have importance on percentage of protein, fresh weight and LWP.The interaction between drought stress and plant density plays a major role just on the percentage of protein.Increased water stress causes reduction in the fresh weight, dry weight, percentage of protein, RWC and LWP and increase in WUE.Among the treatments, the highest yield is related to the control irrigation and 10 plant/m 2 .

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.956
Threshold uncertainty score0.141

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)0.9910.969

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 head0.008
GPT teacher head0.161
Teacher spread0.153 · 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