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Record W7100736708

TRACES OF EFFECTS OF AClD RAlN (SEDIMENTATION) IN THE RE-DISSOLUTION OF

2016· article· en· W7100736708 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

Venuenot available
Typearticle
Languageen
FieldEarth and Planetary Sciences
TopicGeological Formations and Processes Exploration
Canadian institutionsnot available
Fundersnot available
KeywordsCovePopulationStatistical analysisQuarter (Canadian coin)
DOInot available

Abstract

fetched live from OpenAlex

coves carstiques d'Hungria presentaven fenornens de redissolució, els quals no havien estat visibles en aquestes coves 5-10 anys abans. Aquestes deforrnacions inqüestionablernent es deuen als efec-tes corrosius de les aigües carstiques que alimenten els esrnentats espeleoternes. Arnb la intenció de clarificar les causes d'aquest efecte, els rneus cornpanys i jo rnateix cornencarern les investiga-cions no tan SOIS a Hungria sinó tarnbé en coves de Txecoslovaquia, Rumania, Bulgaria, lugoslavia i Austria. Fou possible establir que I'extensió del fenornen es universal a Europa Central, encara que en diversos graus depenent de les particulars condicions naturals de cada cova. Signes de la sindrome de degradació recent dels espeleoternes: craters irregulars de voreres agudes i dentades; calderes arnb els costats soscavats; solcs de drenatge poc fondos, arnb voreres tallants; redissolució superficial de I'espeleoterna en la zona d'esquits produits per degotarnents des d'una certa altura; sovint, el subseQüent reblanirnent del material dels espeleotemes, que presen-ten, aixi, un aspecte crernós. Les investigacions que he realitzat fins ara indiquen que una gran gruixa de la coberta edafica bioactiva i perrneable que reposa sobre la roca carstificable, aixi corn la rnajor profunditat de les arrels de la rnacrovegetació (arbres de fulla caduca) desenvolupada sobre I'esrnentat sol, són res-

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.214
Threshold uncertainty score0.688

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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.

Opus teacher head0.015
GPT teacher head0.222
Teacher spread0.206 · 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