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Record W4414472879 · doi:10.21475/ajcs.25.19.07.p15

Germination and initial growth of half-sibling families of Pinus pseudostrobus Lind. outstanding in resin production

2025· article· en· W4414472879 on OpenAlexaboutno aff
A. Antonio- Bautista, H. Jesús Muñoz Flores, David Castillo-Quiroz, J. Trinidad Sáenz-Reyes, Rázuri Ramirez, Agustín Rueda Sánchez

Bibliographic record

VenueAustralian Journal of Crop Science · 2025
Typearticle
Languageen
FieldEnvironmental Science
TopicForest ecology and management
Canadian institutionsnot available
Fundersnot available
KeywordsGerminationGermplasmPeatPinus <genus>FoxtailCollar

Abstract

fetched live from OpenAlex

The establishment of commercial forest plantations necessitates the use of high-quality genetic seed and the selection of superior individuals. This study aimed to evaluate the germination ability including germination percentage, germination velocity index, and germination rate as well as the initial growth characteristics (height and root collar diameter) of seedlings from 23 half-sibling families of Pinus pseudostrobus Lindl., selected for their exceptional resin production, across three altitudinal gradients. Half-sibling seeds of P. pseudostrobus were sown in 310 cm3 plastic-coated containers filled with a 1:1:1:1 substrate mixture of pine bark, Canadian sphagnum peat moss, vermiculite, and perlite, supplemented with Multicote® fertiliser at a concentration of 5 kg/m3. Each family was represented by four replicates, or experimental units, consisting of 25 completely randomised seeds. The evaluated variables were as follows: 1) germination percentage (PG), 2) germination vigour (VG) through the index of germination velocity (IVG), 3) germination rate (TG), 4) plant height (A), and 5) diameter of the root collar (DCR). Significant differences (p < 0.05) were found in the germination percentage and index of germination velocity between altitudinal gradients and between families in all measured variables. Our results suggest that germplasm collection should be performed within a gradient between 2,200 and 2,400 m, where seeds present the most intraspecific variation and the highest germination percentage, height, and root collar diameter.

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)0.000
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.003

Distilled classifier scores by category (both heads)

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)0.0010.000

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 head0.018
GPT teacher head0.292
Teacher spread0.274 · 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
Published2025
Admission routes1
Has abstractyes

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