Koelen en ontvochtigen.Watergordijn voor de semi-gesloten kas:
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.
Bibliographic record
Abstract
Watergordijn voor de semi- gesloten kas Koelen en ontvochtigen van een gesloten kas met het Novarbo-watergordijn wordt a[ een aantal jaren in Finland gedaan.De eerste resuttaten van exPerimenten in Nederland en Spanje zijn bekend;vervolgtesten in Canada z n zojuist gestart.Het systeem maakt gebruikvan koelwater met een temperatuur onder 18 oC binnen de kas, en warmteafgifte van het opgewarmde water aan de oPen lucht buiten de kas.Het koelvermogen bedraagt gemiddetd 500 W/mz.Dit wordt bereikt met slechts 5 W/m2 aan etektrisch vermogen voor de ruimtekoeling.De COP bereikt dan een factor 100.Ir. K.E.(f"tt) Sewalt, TNO ln de [entevan 2O-
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 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 | 0.001 | 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 | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.005 | 0.001 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it