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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 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
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

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 &lt; 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.

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 score0.079
Threshold uncertainty score0.381

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.001
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 head0.018
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