Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
ZusammenfassungDer 2008 erschienene Roman, der zweite des Autors, reiht sich in diejenige Tradition der kanadischen Literatur ein, die vielfach auf die desolate soziale Situation der Ureinwohner aufmerksam macht, die Rückbesinnung auf indigene Überlieferungen fordert und formal die europäische literarische und die indigene orale Dichtkunst miteinander verbindet. Der Roman schließt inhaltlich und durch das Thema der indigenen Identität und Selbstfindung an das erfolgreiche Erstlingswerk des Autors an, Three Day Road, 2005 (Der lange Weg, 2006, B. Münch, K. Razum), und verbindet stark kontrastierende Schauplätze und Figuren miteinander: entlegene Indianersiedlungen und die Wildnis an der James Bay im nördlichen Ontario, indianische Stadtstreicher in den Straßen Torontos und die mondäne Welt der Models, Partys und Designerdrogen in Montreal und New York City.
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.
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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.005 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.012 | 0.026 |
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 it