Proceedings of the 12th Nordic Feed Science Conference, Uppsala, Sweden
Bibliographic record
Abstract
We are proud of the fact that this year, we can get together for the 12 th conference in a row with only one year with Corona when we had to cancel.The future of the conference is, however, uncertain as the organizers are getting older and even retired.You are welcome to contact the organizers with ideas of how to proceed in coming years.We have received a total of 34 written contributions this year with the following distribution: 10 on Ruminant Nutrition, 6 on Conservation, 5 on Methods and Miscellaneous, 10 on Methane and 3 on plants.Climate change is serious threat to human and animal life and will also affect plant distribution and plant survival.Farmers will need to adapt and cultivate less familiar plant species to secure feed to their livestock in coming years.Three of the invited speakers to this conference, that we have been lucky to engage, will address climate change effects on future plant cultivation for ruminant feeding.Professor Édith Charbonneau from Université Laval, Québec, Canada will present consequences of climate change on milk production in Canada.Professor Karl-Heinz Südekum from the University of Bonn, Germany will talk about possible future forage production and livestock feeding in N. Europe.Swedish perspectives on forage plant resilience will be presented by Professor David Parsons from the Swedish University of Agricultural Sciences.A somewhat different talk in this conference will be given by author and Senior Consultant Gunnar Rundgren, Garden Earth, Sweden.The presentation will end this conference and compares the feed use and production of human edible food among Swedish livestock systems.We also want to take the opportunity to thank the main sponsor of the conference, Stiftelsen Seydlitz MP bolagen.You are all most welcome to the conference!For downloading proceedings of earlier conferences, please go to our homepage: https://www.slu.se/en/departments/department-of- applied-animal-science-and-welfare/conferences/nordic-feed-science-conference- 2024/proceedings
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 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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.166 | 0.044 |
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".