Various Hormonal Supplementations Activate Sugarcane Regeneration In-Vitro
Bibliographic record
Abstract
Influence of different hormonal concentrations in plant growth medium on the onset of callus and somatic embryoid induction chased by plantlet regeneration and multiplication of regenerated shoots was the main goal of these studies. Results concluded that MS medium supplemented with auxin alone (3 to 4mg/l 2, 4-D) induces callus formation (3mg/l 2, 4-D alone produced embryogenic calli) and auxin-cytokinin combination like 2, 4-D and IAA (both in 1mg/l and 2mg/l concentration) with BAP (1mg/l) found very effective for somatic embryoid induction. Plantlet regeneration from embryogenic calli, as somatic embryogenesis, found good in auxin-cytokinin combination of 2, 4-D and IAA with BAP but in different concentrations i.e. 2, 4-D and IAA 2mg/l with 2 and 3mg/l BAP.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
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 teacher head, 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".