Bibliographic record
Abstract
In order to establish the effective regeneration system of Canada maple, the aseptic seedlings of Canada maple were selected in the experiment, and the optimum formula for bud regeneration and rooting induction was obtained by using different explants and culture mediums containing different hormone. The results show that the bud regeneration rate was 80% on the No. 2 culture medium(MS+1.0 mg/L BA+0.2 mg/L IAA) with the highest average regeneration number per explant(2.7) and the best regeneration bud quality. The bud regeneration rate of petioles and hypocotyls was the highest(100%), while that of cotyledon was the lowest(77.5%) in explants. The average regeneration number of hypocotyls was the highest(6.5), while that of petioles was the second(3.6), and that of cotyledon was the lowest(2.6). The rooting rate of Canada maple seedlings was 100% on the medium 1/2 MS+0.2 mg/L NAA, the rooting number was the highest(5.9 per bud), and the roots were well developed.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".