Bibliographic record
Abstract
When England's 2-3 defeat to Croatia sent them spinning out of the Euro 2008 qualifiers, it had a seismic effect on the national game, with the knock-on effect costing the British economy an estimated GBP 1.5 billion. That November night, many believed that with the scores locked at 2-2, England were through and that playing Owen Hargreaves in a holding role would ensure England's qualification. Therefore, it could be said that the failure to play Hargreaves set England's cause back years. So who exactly is Owen Hargreaves and why is he so fundamental to English football?No player has had a career quite like his. Born in Calgary, Canada, the son of a former Bolton player, he joined the Bayern Munich youth system at the age of 16. Playing for one of the most powerful teams in the world he won a Champions League medal in his debut season - only the second Englishman ever to win such an honour with a foreign team. The youngster was soon to establish himself as one of the finest talents in the Bundesliga, making history by becoming the first English player to represent his country without previously playing domestically.The most overlooked player of the so called 'Golden Generation', Hargreaves received little recognition from a catatonic press or public for his penetrating verve and unstinting performances in an England shirt. All of that changed when his magnificent displays in the 2006 World Cup won him the England Player of the Year Award. In the summer of 2007, Sir Alex Ferguson signed Hargreaves for Manchester United for 25 million Euros. It was not only a statement of intent by the new champions, but proof that the young midfielder had now arrived at the very top of his profession.Owen's journey from the foothills of Calgary to the Theatre of Dreams, via the crucible of Munich, is a 21st century fairy tale. Reserved, affable and highly articulate, Owen now has a global presence. His epic story is in keeping with the modern history of the game: spanning continents and chronicling the rise of the holding midfield in 21st century football.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.009 | 0.004 |
| Scholarly communication | 0.006 | 0.004 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.031 | 0.007 |
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".