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Record W2466153569 · doi:10.5376/lgg.2016.07.0008

Evaluation of Different Varieties of Lathyrus (<i>Lathyrus sativus</i> L.)

2016· article· en· W2466153569 on OpenAlexvenueno aff
K N, Nimkar P.M., Shirkole S.S.

Bibliographic record

VenueLegume Genomics and Genetics · 2016
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicRice Cultivation and Yield Improvement
Canadian institutionsnot available
Fundersnot available
KeywordsLathyrusBiologyBotanyMathematicsAgronomy

Abstract

fetched live from OpenAlex

The physical properties of different varieties of lathyrus viz ., Ratan, Pratik, Mahateora, BIOR-231, Pusa-28, NLK-05, NLK-73, NLK-48, NLK-40 and NLK-36 were studied at moisture content of 7.90 to 19.40, 6.75 to 18.30, 9.48 to 21.02, 9.79 to 21.34, 9.52 to 21.04, 9.03 to 20.61, 9.91 to 21.49, 9.22 to 20.83, 9.42 to 21.03 and 9.10 to 20.71% (d.b.). The grain size, thousand grain weight and angle of repose, were found increased linearly and the average increase was found to be 8.07, 15.11 and 21.32%, respectively, with the corresponding increase in moisture content. The sphericity and porosity increased initially and then found decreased with further increase in moisture content. The bulk density and true density values decreased linearly and the average decrease was found to be 15.01 and 13.71%, respectively.

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)0.000
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 score0.612
Threshold uncertainty score0.263

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 head0.027
GPT teacher head0.225
Teacher spread0.198 · 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
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
Published2016
Admission routes1
Has abstractyes

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