Explorations, la publicación desconocida: La revista que McLuhan editó junto a Carpenter
Bibliographic record
Abstract
This study focusses on the well-known journal Explorations, coedited by \nMcLuhan and Edmund Carpenter in the 50s. After the first nine issues \nand a break, it was launched again in 1964 as a supplement of Varsity \nGraduate magazine, which was published by the Student and Public Relations Department of the University of Toronto. This �magazine within a \nmagazine� was published in colour for no less than eight years, until its \nfinal closure in 1972. It included contributions by McLuhan himself and \nhis loyal collaborators Harley Parker, Edmund Carpenter, Barrington Nevitt, Wilfrid Watson, Derrick de Kerkhoe and, at least, one of his sons and \nhis editor-in-chief
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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 | 0.007 | 0.019 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.004 | 0.005 |
| Science and technology studies | 0.012 | 0.014 |
| Scholarly communication | 0.020 | 0.013 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.005 | 0.007 |
| Insufficient payload (model declined to judge) | 0.008 | 0.002 |
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".