The Production of Signaletic Space: Radio Infrastructure in Early 20th Century China
Bibliographic record
Abstract
Cette thèse examine l’évolution de l’espace signalétique au début du XXe siècle en Chine, en le regardant au travers deux transformations majeures. Premièrement, au travers du développement des infrastructures radioélectriques comme ils ont été actualisés dans l’émergence d’institutions hétérogènes liées à divers processus globaux, et d’autre part, la transformation de la langue en tant que processus ontogénétique permuté par les effets du dispositif du radiodiffusion. Approchant la radio en tant que technologie médiatique mondiale et en tant qu’un site de négociation où des réformes nationales devaient être mise en action au niveau du relation entre le corps humain et la machine, sert en outre comme critique des impasses trouvées à la fois dans les études régionales et dans les études médiatiques
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.006 | 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 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".