Comprehensive Evaluation of Juice Making Grape Cultivars Introduced from USA to Cold-resistance
Bibliographic record
Abstract
Under cold stress condition of one-year-old branches,the cold hardiness of thirteen juice making grape cultivars(V.labrusca or hybrid)introduced from USA was comprehensive evaluation based on the cold index(CI),relative electric conductivity(RC),soluble sugar(SS),soluble protein(SP),malondialdehyde(MDA)and proline(PRO)by the subordinate function(SF).The results showed that the subordinative level of thirteen juice making grape cultivars were from 0.61 to 0.82 and they could be classified to middle resistance,resistance and high resistance to cold stress.Among of them,cultivar'Blue Star'was highly resistant;seven cultivars,'Golden Muscat','Montreal','Concord','Concord Seedless','Reliance Seedless','Catawba' and 'Vanessa Seedless' were resistant,and others were middle resistant to cold stress.
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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) | 0.000 | 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 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".