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Trends in the Minimum Temperature and Number of Frost Events in the North-Eastern Badia of Jordan during the Period 1980–2010

2014· article· en· W2608555330 on OpenAlexvenueno aff
Yusra Al-husban, Zeyad Makhamreh

Bibliographic record

VenueArab world geographer · 2014
Typearticle
Languageen
FieldEnvironmental Science
TopicClimate variability and models
Canadian institutionsnot available
Fundersnot available
KeywordsFrost (temperature)CUSUMLinear regressionRegression analysisConfidence intervalMaximum temperatureEnvironmental scienceClimatologyGeographyPhysical geographyStatisticsMeteorologyMathematicsGeology

Abstract

fetched live from OpenAlex

The aims of this study are to examine and clarify the general trends in minimum temperature, number of frost days, and severity of frost in the north-eastern Badia region of Jordan between 1980 and 2010. Representative meteorological stations were selected to analyze the climatic factors in the study area, using statistical analysis approaches such as CUSUM charts, moving averages, linear regression, and t-tests. Linear regression trends showed a slight increase in minimum temperature in both locations during the study period. The t-tests show increases in the average values of the tested climatic variables, with a significant trend for Safawi station at the 95 % confidence level. The study also found a remarkable decrease in the number of frost days and an increase in the severity of frost at both stations, but these findings are not statistically significant at the 95 % confidence level.

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.

How this classification was reachedexpand

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.035
Threshold uncertainty score0.981

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.007
GPT teacher head0.220
Teacher spread0.212 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations3
Published2014
Admission routes1
Has abstractyes

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