Bibliographic record
Abstract
Language is the hand of resistance or compromise. Memory is given shape and appropriated through the amplified narratives. Multiplicity and intersection of event reveals dominant form. Language poet and political scientist Bruce Andrews described editing as the reading moment – editorial composition serving as method by which it is possible to reveal, according to Boston Review critic, Brian Kim Stefans, “the complex social vectors underlying even our most mundane activities and assumptions”. Sequence is recreated through antichronology: a fragmentation that isolates an immediate response to facts, that is unlike the interpretation of linear, chronological narrative. Assemblage involves this instant reading of the deep structures of events – the architectures of media representation, the absurd rhetoric of political process and interests. In 1937, American writer Henry Beston composed a manuscript called American Memory: Being a Mirror of the Stirring and Picturesque Past of Americans and the American Nation , reconstructing a narrative of American history through archival documents such as letters, statements and laws. A condensed interpretation of this archival sampling is contemporary writer Rosmarie Waldrop’s A Shorter American Memory . The reconstruction of both Beston and Waldrop borrows its fragmentary and contrasting nature from collage. The underlying, invisible frame is tempting of both editorial and authorial hand, but recomposes in a way that is faithful to existing, recurring motif. Privilege and invisibility are found in publicly available statements, press excerpts, and legal documents. The most recent, the most urgent and accessible material reveals the tone of event and its documentation. A Draft for Asinabka is exactly this – a draft, a parsed experiment with the exhausting cycle of history, the ubiquity of greed, and the seductive prose of both neoliberal mechanisms and grassroots resistance surrounding the development. The material in this draft is not intended to be a comprehensive document, nor is this possible as events and opinions continue to be publicised. Asinabka is the Anishinaabemowin name given to the region that encompasses the Chaudiere Falls; Albert, Victoria, and Philemon Islands, at the border between Gatineau-Hull and Ottawa. It refers also to the vision developed by Elder William Commanda, for the islands now being contested for the Zibi condominium development by Windmill Corp. (Toronto) and Dream Unlimited Corp. (Toronto). . Event is catalogue. Catalogue is language. Language is the force of system.
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 | 0.002 | 0.010 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.008 | 0.005 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.543 | 0.365 |
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".