Bibliographic record
Abstract
Chantal Collard: Preference and the limit of preference: the marriage of the two brothers to the two sisters In Charlevoix county, Quebec: 1900–1960/Préférence et llmlte de la préference: le mariage des deux fréres aux deux saeurs dans le comté de Charlevoix au Québec: 1900–1960/Preferencla y llmlte de la preferencla: la boda entre dos hermanos y dos hermanos en el condado de Charlevoix en Quebec, 1900–1960 Miguel Vale de Almelda: Gender, Mascullnlty and Power In southern Portugal/Constructlon du genre, masculinlté et pouvolr dans le sud Portugal/Genero, mascullnldad y poder en el sur de Portugal Sarah Pink Topsy‐Tuwy bullflghts and ferla queens: on the rneanlng of gender, tradltlon and rltual In Cordoba, Andalusla/La corrlda sens dessus‐dessous et les relnes de la ferla. A propos du genre, de la tradition et du rltuel Cordoba, Andalousle/Corrldas confusas y relnas de ferla: sobre el slgnlflcado del ghero, la tradlclon y el ritual en Cordoba, Andalucia Caterlna Pasquallno: Birth of a people: the srnlth‐singers of Andalusla/Nalssance d'un peuple: les forgerons‐chanteurs d'Andalousle/Naclrnlento de un pueblo: los herreros‐cantores de Andalucla Gheorghlta Geana: Ethnlclty and globallsation. Outline for a complementary conceptualisation/Ethnicité et giobailsatlon. Esqulsse de conceptualisation complémentalre/Etnlcidad y globalizacion. Esbozo para una conceptuallzaclon complementarla
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.004 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.005 | 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; 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".