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Record W2099366386 · doi:10.1139/s03-011

Development of a high performance liquid chromatography method to monitor the biodegradation of naphthenic acids

2003· article· en· W2099366386 on OpenAlexfundvenueaboutno aff
Joyce S. Clemente, Phillip M. Fedorak

Bibliographic record

VenueJournal of Environmental Engineering and Science · 2003
Typearticle
Languageen
FieldChemistry
TopicPetroleum Processing and Analysis
Canadian institutionsnot available
FundersNatural Sciences and Engineering Research Council of CanadaDirectorate for Biological SciencesSyncrude
KeywordsNaphthenic acidBiodegradationChemistryChromatographyHigh-performance liquid chromatographyOil sandsElutionExtraction (chemistry)Environmental chemistryOrganic chemistryAsphaltMaterials science

Abstract

fetched live from OpenAlex

Naphthenic acids are found in wastewaters from petroleum refineries and from the extraction process used to recover bitumen from large oil sands deposits found in northeastern Alberta, Canada. The naphthenic acids, comprised mainly of a complex mixture of carboxylic acids, are toxic to many forms of aquatic life. Previous studies have shown that biodegradation in natural settings or in laboratory cultures reduces the toxicity of naphthenic acids. A high performance liquid chromatography (HPLC) method was developed to follow the removal of naphthenic acids from aerobic, laboratory cultures. Small samples of the culture supernatants (100 μμL) were derivatized with 2-nitrophenylhydrazine, and the derivatized carboxylic acids were separated from the excess derivatizing agent by HPLC. The derivatized acids eluted as an unresolved hump in the chromatogram. Comparing the areas under the humps in standard preparations (containing 5–200 mg naphthenic acids/L), and in culture supernatants allowed measurements of the depletion of naphthenic acids from the microbial cultures. Three naphthenic acids preparations were studied, and up to 40% of the naphthenic acids were removed by cultures during 30- to 40-d incubation periods. Carbon dioxide formation accompanied the decrease in the naphthenic acids concentration determined by HPLC. Key words: biodegradation, high performance liquid chromatography, naphthenic acids, 2-nitrophenylhydrazine, oil sands.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Methods · Consensus signal: none
Teacher disagreement score0.003
Threshold uncertainty score0.006

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0010.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.001

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 head0.005
GPT teacher head0.206
Teacher spread0.201 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreMethods

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

Citations56
Published2003
Admission routes3
Has abstractyes

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