Soutenance de thèse : Espaces et projets à l’épreuve des affects, Tours, 16 novembre 2010
Bibliographic record
Abstract
Espaces et projets à l’épreuve des affects. Pour une reconnaissance du rapport affectif à l’espace dans les pratiques d’aménagement et d’urbanisme. Benoît Feildel soutient sa thèse à l'université de Tours le 16 novembre 2010 à 14h Directeur de thèse : Denis Martouzet, Professeur d’aménagement de l’espace et d’urbanisme, Université François - Rabelais Tours Jury : Simon Laflamme, Professeur de sociologie, Université Laurentienne - Sudbury (Ontario) Olivier Ratouis, Professeur d’aménagement d...
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.003 | 0.003 |
| Scholarly communication | 0.001 | 0.012 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 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; both teacher heads agree on what is shown here.
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".