Storied communities : narratives of contact and arrival in constituting political community
Bibliographic record
Abstract
Part 1: Introduction 1 Introduction / Hester Lessard, Rebecca Johnson, and Jeremy Webber Part 2: Narratives of Contact and Arrival in the Canadian Political Space 2 Canadian Sovereignty and Universal History / Michael Asch 3 Historicizing Narratives of Arrival: The Other Indian Other / Audrey Macklin 4 The Conceit of Sovereignty: Toward Post-Colonial Technique / Brenna Bhandar Part 3: Narratives and Narrative Form 5 Show Me Yours / Richard Van Camp 6 Horseflies, Haireaters, and Bulldogs: In Conversation with Richard Van Camp / Blanca Schorcht 7 Counter-Narratives of Arrival and Return: Testing the Interstices of Resistance / Sneja Gunew 8 Common Ground around the Tower of Babel / J. Edward Chamberlin Part 4: Contact and Its Narratives 9 Juxtaposing Contact Stories in Canada / Anne Godlewska 10 Native Women, the Body, Land, and Narratives of Contact and Arrival / Kim Anderson 11 The Batman Legend: Remembering and Forgetting the History of Possession and Dispossession / Bain Attwood 12 Layered Narratives in Site-Specific Wild Places / Jacinta Ruru Part 5: Arrival and Its Narratives 13 Narratives of Origins and the Emergence of the European Union / Patricia Tuitt 14 Robbed of a Different Life: Alternative Histories, Interrupted Futures / Susan Bibler Coutin Part 6: Institutional Implications: How Would We Do Things Differently If We Took Narrative Seriously? 15 Toward a Shared Narrative of Reconciliation: Developments in Canadian Aboriginal Rights Law / S. Ronald Stevenson 16 Hoquotist: Reorienting through Storied Practice / Johnny Mack 17 Proof and Narrative: Reproducing the Facts in Refugee Claims / Donald Galloway Part 7: Theoretical Implications: Where Do We Go from Here? 18 Differentiating Liberating Stories from Oppressive Narratives: Memory, Land, and Justice / Martha Nandorfy Contributors / Index
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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 | 0.004 | 0.008 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.004 |
| Science and technology studies | 0.033 | 0.039 |
| Scholarly communication | 0.015 | 0.010 |
| Open science | 0.002 | 0.014 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.010 | 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".