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Record W2969577373 · doi:10.1093/njaf/20.3.101

A Comparison of the Time Required for Two Methods of Selecting Site Trees in Juvenile Stands

2003· article· en· W2969577373 on OpenAlexaff
Gordon D. Nigh, Bobby A. Love, Keith D. Thomas

Bibliographic record

VenueNorthern Journal of Applied Forestry · 2003
Typearticle
Languageen
FieldEnvironmental Science
TopicForest ecology and management
Canadian institutionsGovernment of British Columbia
Fundersnot available
KeywordsTree (set theory)Site indexForestryMathematicsGeographyCombinatorics

Abstract

fetched live from OpenAlex

Abstract In British Columbia, the largest diameter tree is used as a site tree for estimating site index. Some forest practitioners feel that in young stands it would be easier to select the tallest tree as a site tree. To test this hypothesis, we established fifty 0.01 ha sample plots and timed the selection of both the largest diameter tree and the tallest tree in each plot. Although the difference was not statistically significant, it took less time to select the largest diameter tree than the tallest tree, and in both cases it was less than 5 minutes. The slope of the plot influenced the time it took to locate the tallest tree but not the largest diameter tree. In 60% of the plots, the largest diameter tree was also the tallest tree. When the largest diameter tree was not the tallest tree, the estimated site index from the tallest tree was higher than that from the largest diameter tree. Whichever method of selecting site trees is used, it should be applied throughout the life of the stand. North. J. Appl. For. 20(3):101–103.

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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.338
Threshold uncertainty score0.263

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 head0.016
GPT teacher head0.305
Teacher spread0.289 · 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 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
Published2003
Admission routes1
Has abstractyes

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