Appel à contributions : 3e colloque Médias 19 des doctorant.e.s en littérature et culture médiatique (Québec)
Bibliographic record
Abstract
3e colloque Médias 19 des doctorant.e.s en littérature et culture médiatique Vendredi 28 octobre 2022, Université Laval (Québec, Canada) Échéance des propositions : 1er juillet 2022« Le journal participe d’une temporalité collective rassurante. » ((Marie-Ève Thérenty, « Vivre au rythme du journal », in Dominique Kalifa, Philippe Régnier, Marie-Ève Thérenty et Alain Vaillant (dir.), La Civilisation du journal, Histoire culturelle et littéraire de la presse, Paris, éd. Nouveau Monde, 2011, p. 1...
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.007 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.004 |
| Insufficient payload (model declined to judge) | 0.008 | 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".