MétaCan
Menu
Back to cohort
Record W7006854474

Μέτρηση της υδραυλικής αγωγιμότητας του εδάφους στο αγρόκτημα Βελεστίνου

2015· dissertation· el· W7006854474 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueUniversity of Thessaly Institutional Repository (University of Thessaly) · 2015
Typedissertation
Languageel
FieldEarth and Planetary Sciences
TopicCold Fusion and Nuclear Reactions
Canadian institutionsnot available
Fundersnot available
KeywordsContext (archaeology)Process (computing)Term (time)
DOInot available

Abstract

fetched live from OpenAlex

Στην πτυχιακή αυτή αναλύονται οι νόμοι και οι συνθήκες που\nδιέπουν την κίνηση του νερού σε ομοιογενή και διαστρωμένα εδάφη\nκορεσμένα και ακόρεστα. Γίνεται διερεύνηση του φαινομένου της\nυδραυλικής αγωγιμότητας και δίνονται σχέσεις ποσοτικής εκτιμήσεώς\nτης.\nΣκοπός της έρευνας ήταν η μέτρηση της υδραυλικής\nαγωγιμότητας με το διαπερατόμετρο GUELPH (σχήμα 1).\nΓια τον σκοπό αυτό πραγματοποιήθηκε πείραμα στο αγρόκτημα\nτου Πανεπιστημίου Θεσσαλίας το έτος 2008, με 12 πειραματικά τεμάχια\nκαι 2 μεταχειρίσεις. Τα αποτελέσματα έδειξαν σαφώς ότι η υδραυλική\nαγωγιμότητα στον αγρό που εξετάσαμε μεταβάλλεται τυχαία και προς\nόλες τις κατευθύνσεις.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.395
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0020.002
Scholarly communication0.0000.001
Open science0.0020.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0040.001

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.

Opus teacher head0.016
GPT teacher head0.185
Teacher spread0.169 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it