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Record W2035124113 · doi:10.1139/b02-018

The effect of salinity and CO<sub>2</sub> enrichment on the growth and anatomy of the second trifoliate leaf of <i>Phaseolus vulgaris</i>

2002· article· en· W2035124113 on OpenAlexfundvenueno aff
S. P. V. Bray, David M. Reid

Bibliographic record

VenueCanadian Journal of Botany · 2002
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicPlant responses to elevated CO2
Canadian institutionsnot available
FundersNatural Sciences and Engineering Research Council of Canada
KeywordsPalisade cellPhaseolusSpongy tissueStomatal densityEpidermis (zoology)BiologyBotanySalinityVolume (thermodynamics)Dry weightHorticulturePhotosynthesisAnatomyEcology

Abstract

fetched live from OpenAlex

The effect of CO 2 and NaCl on the second trifoliate leaf of Phaseolus vulgaris L. was studied. Salt reduced leaf area and volume. Volume density of the palisade mesophyll was increased and that of the intercellular spaces and abaxial epidermis was reduced. Salt increased the numbers of epidermal and palisade cells per unit area and the stomatal density of the abaxial epidermis but reduced the numbers of cells per leaf. Salt reduced stomatal indices of both epidermal surfaces, cell volumes, relative leaf expansion rate, leaf plastochron index, leaf fresh and dry weights, and specific leaf area. Elevated CO 2 increased leaf area and volume, reduced the density of epidermal and palisade cells and increased fresh and dry weights. Cell areas and volumes of epidermal and palisade cells, but not stomates, were increased. Elevated CO 2 partially overcame some salinity effects such as leaf area, volume, specific leaf area, and relative leaf expansion rate. Leaf fresh and dry weights, leaf volume, palisade and spongy mesophyll tissue volume, and the numbers of palisade and epidermal cells per leaf equalled controls. Under high CO 2 , epidermal and intercellular space volume, cell areas, stomatal index, and the volume density of intercellular spaces and abaxial epidermis were reduced, and the volume density of the palisade mesophyll increased. Leaf thickness, palisade cell length and volume, volume density of spongy mesophyll, and succulence were greater than controls in salt and high-CO 2 leaves. High CO 2 had more effect on salt-stressed than unstressed plants in leaf weight, thickness, and cell volume.Key words: CO 2 enrichment, leaf growth, leaf anatomy, Phaseolus vulgaris, salinity.

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)0.001
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: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.177
Threshold uncertainty score0.620

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
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 head0.008
GPT teacher head0.193
Teacher spread0.184 · 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

Citations64
Published2002
Admission routes2
Has abstractyes

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