Bibliographic record
Abstract
Norwegian/Scottish guitarist Haftor Medbøe and Swedish pianist Jacob Karlzon join creative forces in the recording of a set of original compositions. The album is released on limited edition, hand-numbered 10” vinyl on 05/APRIL/19 and available for purchase with bundled digital download including a bonus track exclusively from http://copperfly.co.ukSince first meeting at the Islay Jazz Festival in the Scottish Hebrides 15 years ago, Haftor and Jacob have been slowly hatching a plan to collaborate. At long last they come together on this recording, first premiered live as part of Edinburgh Jazz & Blues Festival 2018, that draws on their shared roots and personal influences.The work evokes a Nordic sensibility with echoes of the Scandinavian jazz tradition as embodied by pianists Jan Johansson, Esbjorn Svensson and Tord Gustavsen. Inspired in part by traces of the region’s folk musics, the album simultaneously meditates on more universal aspects of the here and the now. The project will be toured in the UK and Scandinavia during 2019/20.
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 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.009 | 0.002 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.452 | 0.230 |
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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.
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".