Linseed breeding for early maturing and dual-purpose genotypes in North-Western Himalayas
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.
Bibliographic record
Abstract
Performance of linseed genotypes and hybrids in a series of crosses following line × tester mating design was studied for 13 agro-morphological traits involving parents having fibre, seed and dual-types. A total of 15 lines (7 indigenous and 8 exotic) and three well-adapted, early maturing indigenous testers were used for generation of new variability. Although both additive and non-additive gene effects were significant, the non-additive gene action coupled with the presence of low heritability predominated for all the traits. Genotypes Baner, Belinka and JLS-73 were the most promising parents. The highest value of heterobeltiosis and standard heterosis was observed for seed yield (226.62%) and primary branches (263.66%) per plant respectively. Based on per se performance, SCA effects and extent of heterosis the cross-combination KL-284 × JLS-73 was the most promising for dual-purpose. However, for earliness and other seed yield and related traits Ottawa × RLC-133 was the most pr
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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 | 0.001 | 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 it