Bibliographic record
Abstract
Jacobus Kloppers, an eminent composer, organist, pedagogue, and scholar, significantly contributed to musicological and organ teaching in South Africa and Canada and, in the latter context, art music, and liturgical composition. A Passage of Nostalgia – The Life and Work of Jacobus Kloppers, as a symbolic gesture, constitute recognition of his work both in South Africa and Canada. This publication is unique in that, apart from relevant disciplinary perspectives, biographical and autobiographical narrative, and anecdote, all constitute a necessary means through which the authors illuminate Kloppers’ compositional process and its creative outcomes. In this regard, Kloppers generously dedicated his time to the project to make information on his life and work available, often in complex ways. This retrospective input supports the work offered as an authentic, self-reflective recounting of a life of dedicated service in music. The construct of nostalgia as an overarching theme to this volume on some level denotes Kloppers’ position of cultural and religious ‘insidedness’ and ‘outsidedness’. However, apart from representing a return to a lost and challenging past, the composer’s creative work affirms his individuality, sense of artistic self, and propensity for spiritual acceptance and tolerance. Moreover, nostalgia in his oeuvre takes on importance as a rhetorical artistic practice by which continuity is as central as discontinuity.
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 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.010 | 0.012 |
| Scholarly communication | 0.007 | 0.003 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.001 | 0.004 |
| Insufficient payload (model declined to judge) | 0.006 | 0.001 |
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".