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Record W2012403215 · doi:10.1080/01932690600992852

Surfactant Phase Equilibria and Separation of Amphiphilic Extractives from Black Liquor in Kraft Cooking of Wood

2006· article· en· W2012403215 on OpenAlex
Esa Pirttinen, Per Stenius, Kari Kovasin

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueJournal of Dispersion Science and Technology · 2006
Typearticle
Languageen
FieldChemistry
TopicSurfactants and Colloidal Systems
Canadian institutionsOptech (Canada)
Fundersnot available
KeywordsPulmonary surfactantKraft paperAmphiphileBlack liquorChemistryPhase (matter)Chemical engineeringPulp and paper industryChromatographyOrganic chemistryLigninBiochemistryPolymerEngineering

Abstract

fetched live from OpenAlex

Abstract Solubilization and phase equilibria of low molecular weight amphiphilic and insoluble wood components (sodium abietate, sodium oleate, sterols, alkanols, fatty acids) modeling those occurring in the Kraft cooking process of papermaking pulps ("extractives") were investigated. The rate of separation (creaming) of particles formed when adding neutral solubilizates in excess to solutions of fatty and resin acids soaps was studied using a TurbiScan MA 2000 instrument. The rate was highly dependent on the fatty acid/resin acid ratio. A narrow two phase region was found where a lamellar liquid crystalline phase formed by neutral solubilizate and soaps was in equilibrium with very dilute solutions. This could be utilized to improve separation by means of a controlled addition of the neutral component. †Metsä‐Botnia Ltd, Rauma Mill, Rauma, Finland Keywords: Kraft cookingextractivessolubilizationlamellar phasesodium oleateresin acid We thank the Finnish Technology Development Centre (TEKES), Metsä‐Botnia Ltd., UPM‐Kymmene Ltd, StoraEnso Ltd., Metso Ltd., Arizona Chemical Ltd and Forchem Ltd. for financing the work. The skilful assistance by Ms. Anna‐Leena Anttila during the laboratory and mill work is also gratefully acknowledged. Notes †Metsä‐Botnia Ltd, Rauma Mill, Rauma, Finland

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: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.032
Threshold uncertainty score0.255

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
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 head0.009
GPT teacher head0.285
Teacher spread0.275 · 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