The biology of Canadian weeds. 121. <i>Galium mollugo</i> L.
Bibliographic record
Abstract
Galium mollugo L. (smooth bedstraw) is a long-lived perennial broadleaved plant that reproduces both vegetatively and by seed. Galium mollugo can be a strong competitor in long-lived forage crops such as bird’s-foot trefoil (Lotus corniculatus L.), timothy (Phleum pratense L.), and orchard grass (Dactylis glomerata L.), as well as in short-lived forage crops such as red clover (Trifolium pratense L.) and yellow sweet-clover [Melilotus officinalis (L.) Lam.]. It is also a problem weed in spruce plantations and re-vegetation areas. Livestock typically avoid this species, allowing it to become well-established in pastures where it outcompetes more favourable species. Moreover, G. mollugo is viewed as a successful invasive species because of its ability to colonize and proliferate in areas such as established meadows where most invasive species do not thrive. In natural meadow communities, G. mollugo is often a dominant species that is capable of colonizing areas left vacant by the death and/or displacement of other species. Under favourable conditions, G. mollugo growth and clonal expansion can increase rapidly. Galium mollugo is generally tolerant to herbicides such as 2,4-D, MCPA, 2,4-DB, and dicamba. Key words: Smooth bedstraw, GALMO, Galium mollugo, Rubiaceae, weed biology, pastures
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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 | 0.002 | 0.001 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.008 | 0.002 |
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".