GLASSY CABIN AND EIGHT ART OF LIFE IN PARALLEL REALITY
Bibliographic record
Abstract
McLuhan's global village theory (Marshal McLuhan 21 June 1911-31 December 1981, was professor of Toronto Media Studies Center and presenter the concept “global village” and the sentence “the medium is the message”. He was the pioneer in this domain from communication technology view. Classification of media to cool and warm is his work. He called television as “Shy Giant” and radio as “Tribal drums”) and Friedman's flat world (“the world is flat: brief history of 21 century is the title of bestseller book of Thomas Friedman that is related to globalization analysis in 21 century. This book published 1n 2005 and face with high interest) are well-known in political literature and communication. The importance universal media that is called “CN effect” is not hidden for anyone. Marshal McLuhan's global village theory not only involves the mind but also suggest that world public opinion is a superpower and it is the powerful component among constituent elements of power, formation of beliefs, opinions and attitudes of the people.
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 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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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 teacher head, 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".