A temperá presenza militar romana (séculos II a.C. - I d.C.)
Bibliographic record
Abstract
[GA]Apresenza militar romana de época temperá (séculos II a.C. - I d.C.) na actual provincia de Ourense era ata hai pouco practicamente descoñecida. Os estudos sobre o exército romano nesta zona concentrábanse fundamentalmente no forte romano de Aquis Querquennis (Bande, Ourense), cuxa ocupación se data en torno ao último cuarto do século I d. C. e inicios do II d. C. (Rodríguez Colmenero & Ferrer Sierra 2006; Puente et al. 2018), nunha cronoloxía moi posterior á conquista romana do territorio galaico. Nos últimos anos, grazas ao incremento da dixitalización da arqueoloxía coa introdución de novas técnicas de teledetección, desde o noso colectivo de investigación, Romanarmy.eu, puidemos localizar un conxunto de novos sitios militares romanos de carácter temporal na provincia de Ourense (Figura 1) (Costa-García et al. 2017, 2019). Estes sitios caracterízanse por unha materialidade de escasa entidade e pola pouca expresión das súas estruturas sobre o terreo (Peralta Labrador 2002). Deste xeito, só foi posible identificalos a través do uso das técnicas de teledetección de recente desenvolvemento, coma o LiDAR aéreo (Costa-García & Fonte 2017), que permite recoñecer o terreo baixo as densas cubertas vexetais do Noroeste. De forma xenérica, estes recintos cobren un abanico temporal entre o século II a.C. e inicios do século I d.C., un período histórico para o cal apenas dispoñiamos de datos arqueolóxicos sobre a presenza militar romana
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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 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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".