Study on the Optimization of Solid Medium of Edible Mushroom White Flammulina Velutipes F_3
Bibliographic record
Abstract
The results indicated that potato,Corn powder,wheat powder and red sugar were all the better carbon resource and yeast extract powder,peptone and beef extract were all the better nitrogen resource to mycelium growth of edible mushroom white Flammulina velutipes F3 through carbon or nitrogen single factor experiment of solid medium.Through orthogonality optimization experiment,the best prescription constituents of peptone and MgSO4·7 H2O and KH2PO4 and red sugar which were added to solid medium to mycelium growth of edible mushroom white Flammulina velutipes F3,They were 0.10% peptone,0.10% MgSO4·7 H2O,0.20% KH2PO4 and 2.0% red sugar,respectively.
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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".