INOCULATION RATE OF ARBUSCULAR‐MYCORRHIZAL FUNGI <i>GLOMUS INTRARADICES</i> AND <i>GLOMUS ETUNICATUM</i> AFFECTS ESTABLISHMENT OF LANDSCAPE TURF WITH NO IRRIGATION OR FERTILIZER INPUTS
Bibliographic record
Abstract
Arbuscular‐mycorrhizal (AM) symbiosis confers numerous benefits to host plants, including improved tolerance to abiotic and biotic stresses. Although the majority of grasses form an AM symbiosis, little is known of the mycorrhization of turfgrass species. This study was conducted to determine whether two mycorrhizal species, Glomus intraradices Schenck & Smith and G. etunicatum Becker & Gerdemann, affected the establishment of a lawn mixture of Kentucky bluegrass ( Poa pratensis L.), red fescue ( Festuca rubra L.), and perennial ryegrass ( Lolium perenne L.). Turfgrass inoculated with G. intraradices at rates between 40 and 60 mL m −2 established more quickly than turfgrass inoculated with G. etunicatum when inoculated at time of seeding, with no irrigation or fertilization inputs.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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".