Soil Hydrodynamic Characteristics of Reclaimed Agricultural Land at Messolonghi's Polder
Bibliographic record
Abstract
The purpose of this study is to investigate the soil hydrodynamic characteristics, i.e. water retention curve and field saturated hydraulic conductivity, at reclaimed agricultural land of Messolonghi polder in Greece (38o 21’ 58” N; 21o 28’ 41” E). The reclaimed Dutch type pilot-polder of Messolonghi was chosen as study area, because of its characteristics. The area is most likely dedicated to agriculture and was reclaimed from the sea during the decade of 1960-1969. In this context, samples were taken from different locations and depths in an experimental field located in the campus of TEI of Western Greece. The results of the soil texture analysis showed that the selected field's soil is clay loamy - loamy. In order to investigate the water retention curves, undisturbed samples were taken at 30 cm and 60 cm from three points of the field and the analysis was performed with pressure plate apparatus from 0.33 to 6 bar. The field saturated hydraulic conductivity was estimated by Guelph permeameter at 21 points placed in a regular grid for three different depths, i.e. 15-30-60 cm. The results for both parameters were typical but extensive heterogeneity was observed across the field, mainly due to the polder construction procedure.
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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 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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".